BY JAYANT SINGH PARIHAR¶
Project - Human Metagenomics¶
Import Libraries¶
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
Dataframe vs Series¶
data = pd.read_csv("abundance.csv")
/var/folders/b4/_dfkx7ls7yx63xxh8hx0s11r0000gn/T/ipykernel_9294/2423369456.py:1: DtypeWarning: Columns (2,5,9,20,26,42,47,51,52,59,61,68,76,77,78,79) have mixed types. Specify dtype option on import or set low_memory=False.
data = pd.read_csv("abundance.csv")
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
type(data)
pandas.core.frame.DataFrame
data["dataset_name"]
0 Candela_Africa
1 Candela_Africa
2 Candela_Africa
3 Candela_Africa
4 Candela_Africa
...
3605 Zeller_fecal_colorectal_cancer
3606 Zeller_fecal_colorectal_cancer
3607 Zeller_fecal_colorectal_cancer
3608 Zeller_fecal_colorectal_cancer
3609 Zeller_fecal_colorectal_cancer
Name: dataset_name, Length: 3610, dtype: object
type(data["dataset_name"])
pandas.core.series.Series
Inspecting Data in Pandas¶
data.head()
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3513 columns
data.tail()
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3513 columns
data.size
12681930
data.columns
Index(['dataset_name', 'sampleID', 'subjectID', 'bodysite', 'disease', 'age',
'gender', 'country', 'sequencing_technology', 'pubmedid',
...
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965'],
dtype='object', length=3513)
data.dtypes
dataset_name object
sampleID object
subjectID object
bodysite object
disease object
...
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis float64
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 float64
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 float64
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 float64
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 float64
Length: 3513, dtype: object
data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 3610 entries, 0 to 3609 Columns: 3513 entries, dataset_name to k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 dtypes: float64(3302), object(211) memory usage: 96.8+ MB
data.shape
(3610, 3513)
data.describe()
| k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | ... | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 |
| mean | 0.390213 | 0.390213 | 0.390008 | 0.390008 | 0.390008 | 0.381022 | 0.368204 | 0.368204 | 0.012818 | 0.008840 | ... | 0.000025 | 0.000014 | 0.000014 | 0.000022 | 0.000022 | 0.000022 | 0.000022 | 0.000259 | 0.000256 | 0.000256 |
| std | 2.177087 | 2.177087 | 2.176751 | 2.176751 | 2.176751 | 2.150313 | 2.125308 | 2.125308 | 0.109553 | 0.098988 | ... | 0.000799 | 0.000862 | 0.000862 | 0.001334 | 0.001334 | 0.001334 | 0.001334 | 0.015542 | 0.015385 | 0.015385 |
| min | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 25% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 50% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 75% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| max | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 2.661680 | 3.767280 | ... | 0.037560 | 0.051770 | 0.051770 | 0.080130 | 0.080130 | 0.080130 | 0.080130 | 0.933800 | 0.924370 | 0.924370 |
8 rows × 3302 columns
data.describe(include="O")
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | statins | insulin | oral_anti-diabetic_medication | years_in_sweden | tnm_stage | ajcc_stage | localization | fobt | wif-1_gene_methylation_test | group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | ... | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 | 3610 |
| unique | 18 | 3367 | 1897 | 25 | 20 | 255 | 6 | 19 | 1 | 19 | ... | 3 | 3 | 4 | 14 | 15 | 6 | 7 | 3 | 4 | 4 |
| top | hmp | MH0046 | hv07 | stool | n | nd | male | usa | Illumina | 22699609 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| freq | 762 | 3 | 30 | 1989 | 2054 | 2078 | 1398 | 1533 | 3610 | 731 | ... | 3465 | 3465 | 3465 | 3465 | 3476 | 3476 | 3476 | 3476 | 3476 | 3476 |
4 rows × 211 columns
data.head()
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3513 columns
data.shape
(3610, 3513)
data.duplicated()
0 False
1 False
2 False
3 False
4 False
...
3605 False
3606 False
3607 False
3608 False
3609 False
Length: 3610, dtype: bool
Selecting Columns in Pandas¶
data.columns
Index(['dataset_name', 'sampleID', 'subjectID', 'bodysite', 'disease', 'age',
'gender', 'country', 'sequencing_technology', 'pubmedid',
...
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965'],
dtype='object', length=3513)
# Sophisticated way of selecting a column,bracket notation
data["gender"]
0 female
1 female
2 female
3 male
4 male
...
3605 female
3606 male
3607 female
3608 male
3609 female
Name: gender, Length: 3610, dtype: object
# lazy way of selecting,the dot notation
data.gender
0 female
1 female
2 female
3 male
4 male
...
3605 female
3606 male
3607 female
3608 male
3609 female
Name: gender, Length: 3610, dtype: object
data["country"]
0 tanzania
1 tanzania
2 tanzania
3 tanzania
4 tanzania
...
3605 france
3606 france
3607 france
3608 france
3609 france
Name: country, Length: 3610, dtype: object
data[["country" ,"sequencing_technology", "gender"]]
| country | sequencing_technology | gender | |
|---|---|---|---|
| 0 | tanzania | Illumina | female |
| 1 | tanzania | Illumina | female |
| 2 | tanzania | Illumina | female |
| 3 | tanzania | Illumina | male |
| 4 | tanzania | Illumina | male |
| ... | ... | ... | ... |
| 3605 | france | Illumina | female |
| 3606 | france | Illumina | male |
| 3607 | france | Illumina | female |
| 3608 | france | Illumina | male |
| 3609 | france | Illumina | female |
3610 rows × 3 columns
data._get_numeric_data()
| k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.35994 | 0.35994 | 0.35994 | 0.00000 | 0.04139 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.16331 | 0.15280 | 0.15280 | 0.01051 | 0.01148 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.16890 | 0.16890 | 0.00605 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.00135 | 0.00135 | 0.08861 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3302 columns
data.select_dtypes("object")
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | statins | insulin | oral_anti-diabetic_medication | years_in_sweden | tnm_stage | ajcc_stage | localization | fobt | wif-1_gene_methylation_test | group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | na | negative | negative | control |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | lc | negative | negative | control |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | na | negative | negative | control |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | nd | nd | nd | nd | t4n1m1 | iv | rc | negative | negative | crc |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | t3n1m0 | iii | lc | positive | negative | crc |
3610 rows × 211 columns
data.select_dtypes("float")
| k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.35994 | 0.35994 | 0.35994 | 0.00000 | 0.04139 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.16331 | 0.15280 | 0.15280 | 0.01051 | 0.01148 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.16890 | 0.16890 | 0.00605 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.00135 | 0.00135 | 0.08861 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3302 columns
data.select_dtypes("int")
| 0 |
|---|
| 1 |
| 2 |
| 3 |
| 4 |
| ... |
| 3605 |
| 3606 |
| 3607 |
| 3608 |
| 3609 |
3610 rows × 0 columns
data.select_dtypes("number")
| k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.24169 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.50621 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.30522 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.40133 | 0.35994 | 0.35994 | 0.35994 | 0.00000 | 0.04139 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.17479 | 0.16331 | 0.15280 | 0.15280 | 0.01051 | 0.01148 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 6.59835 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.17495 | 0.16890 | 0.16890 | 0.00605 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.08997 | 0.00135 | 0.00135 | 0.08861 | 0.00000 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3302 columns
data.select_dtypes(["object", "int"])
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | statins | insulin | oral_anti-diabetic_medication | years_in_sweden | tnm_stage | ajcc_stage | localization | fobt | wif-1_gene_methylation_test | group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | nd | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | na | negative | negative | control |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | lc | negative | negative | control |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | na | na | na | negative | negative | control |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | nd | nd | nd | nd | t4n1m1 | iv | rc | negative | negative | crc |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | nd | nd | nd | nd | t3n1m0 | iii | lc | positive | negative | crc |
3610 rows × 211 columns
data[[col for col in data.columns if data[col].nunique() <50]]
| dataset_name | bodysite | disease | gender | country | sequencing_technology | pubmedid | camp | read_length | gene_count_class | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | stool | n | female | tanzania | Illumina | 25981789 | dedauko | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | stool | n | female | tanzania | Illumina | 25981789 | dedauko | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | stool | n | female | tanzania | Illumina | 25981789 | dedauko | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | stool | n | male | tanzania | Illumina | 25981789 | dedauko | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | stool | n | male | tanzania | Illumina | 25981789 | dedauko | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | stool | n | female | france | Illumina | 25432777 | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | stool | small_adenoma | male | france | Illumina | 25432777 | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | stool | n | female | france | Illumina | 25432777 | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | stool | cancer | male | france | Illumina | 25432777 | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | stool | cancer | female | france | Illumina | 25432777 | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 2024 columns
Methods vs. Attributes¶
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
data.drop(columns="dataset_name")
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3512 columns
data.drop(columns="dataset_name").shape
(3610, 3512)
data.describe()
| k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | ... | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 | 3610.000000 |
| mean | 0.390213 | 0.390213 | 0.390008 | 0.390008 | 0.390008 | 0.381022 | 0.368204 | 0.368204 | 0.012818 | 0.008840 | ... | 0.000025 | 0.000014 | 0.000014 | 0.000022 | 0.000022 | 0.000022 | 0.000022 | 0.000259 | 0.000256 | 0.000256 |
| std | 2.177087 | 2.177087 | 2.176751 | 2.176751 | 2.176751 | 2.150313 | 2.125308 | 2.125308 | 0.109553 | 0.098988 | ... | 0.000799 | 0.000862 | 0.000862 | 0.001334 | 0.001334 | 0.001334 | 0.001334 | 0.015542 | 0.015385 | 0.015385 |
| min | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 25% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 50% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 75% | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| max | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 49.058170 | 2.661680 | 3.767280 | ... | 0.037560 | 0.051770 | 0.051770 | 0.080130 | 0.080130 | 0.080130 | 0.080130 | 0.933800 | 0.924370 | 0.924370 |
8 rows × 3302 columns
data["age"]
0 40
1 29
2 8
3 34
4 30
..
3605 63
3606 66
3607 53
3608 63
3609 55
Name: age, Length: 3610, dtype: object
data["age"].value_counts()
age
nd 2078
49 62
59 61
54 52
41 40
...
70.06 1
70.7 1
68.98 1
70.34 1
65 1
Name: count, Length: 255, dtype: int64
data["age"].value_counts(normalize=True)
age
nd 0.575623
49 0.017175
59 0.016898
54 0.014404
41 0.011080
...
70.06 0.000277
70.7 0.000277
68.98 0.000277
70.34 0.000277
65 0.000277
Name: proportion, Length: 255, dtype: float64
Intuition or Common sense in Pandas¶
age = data["age"]
type(age)
pandas.core.series.Series
type(data)
pandas.core.frame.DataFrame
data.shape
(3610, 3513)
age.shape
(3610,)
data.columns
Index(['dataset_name', 'sampleID', 'subjectID', 'bodysite', 'disease', 'age',
'gender', 'country', 'sequencing_technology', 'pubmedid',
...
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965'],
dtype='object', length=3513)
data["sequencing_technology"]
0 Illumina
1 Illumina
2 Illumina
3 Illumina
4 Illumina
...
3605 Illumina
3606 Illumina
3607 Illumina
3608 Illumina
3609 Illumina
Name: sequencing_technology, Length: 3610, dtype: object
data["sequencing_technology"].value_counts()
sequencing_technology Illumina 3610 Name: count, dtype: int64
data.value_counts()
dataset_name sampleID subjectID bodysite disease age gender country sequencing_technology pubmedid camp paired_end_insert_size read_length total_reads matched_reads uniquely_matching_reads uniquely_matched_reads gene_number gene_number_for_11m_uniquely_matched_reads hitchip_probe_number bmi gene_count_class hitchip_probe_class #SampleID rna_sampleid infant_gender infant_gestation_weeks cohort less_than_29weeks sample_collection_days collectionweek samplecollectionwindow gut_sample_id_ncbipublic gut_sample_id_corrected projectid flowcell comment mlst_project mlst_ec st_ec mlst_kp st_kp extractionprotocolid site_id_cincinnati delivery_mode infant_ethnicity infant_race birth_year necrotizing_enterocolitis dol_firstnecors sepsis infant_birthweight_kg infant_birth_length_cm maternal_abx_given postnatal_antimicrobial_use postnatal_abx_2window perinatal_antimicrobial_use death nursing_status maternal_age_at_delivery_years mat_age_bin parity infant_fut2 mat_fut2 lowh lowlea highslea married gravida preeclampsia mult_birth hypertension hypertension_prepreg chorioamnionitis primipar daysonform3daysprior days_on_abx_14 visit_number snprnt wmsphase first repeat stooltexture daysafteronset hus stec_count shigatoxin2elisa readsmillions nonhuman stec_coverage stxab_detected stx_ratio typingdata c_difficile_frequency ibd sampling_day known_consumers_of_a_defined_fermented_milk_product_(dfmp) mgs_richness mgs_profile_matched_sample_pairs ethnicity sample_name index_2_primer index_1_primer sample_name_repeat1 extraction_conc sampleid_with_barcode initial_nreads quality_control screensensloc_hg19 screensensloc_phix174 screenhiv percent_initial_reads percent_qc_reads tipo_prelievo prima_dopo_cura codice_provetta data prelievo_efemalefemaleettuato_presso patient_number pasi bsa age_ofemale_onset arthritis type antibiotic_usage stage cirrhotic hbv_related alcohol_related other_causes_related inr crea alb tb pt ascites he ctp meld antivirus ?-blocker designation age_range site_symmetry affected/unaffected method site_characteristic total_intital_reads estimated_median_insert_size reported_as_failed_qc uniquely_align_to_human non_uniquely_align_to_human_with_0_2_mismatches reads_removed_because_of_read_pair_trimming_discrepancy too_short_after_quality_trimming(<50bp) final_#_paired_reads final_#_singletons total_final_reads %_reads_kept_by_mean_slope_of_last_5_points_(coverage) population bmi_class 16s_rrna shotgun_metagenome read_depth_16s paired single height weight diabetic fbg sbp dbp fins fcp hbalc tg tcho hdl ldl kit sample_group illumina_run classification gad-antibodies whr wc cholesterol triglycerides creatinine y-gt fasting_glucose fasting_insulin hba1c adiponectin leptin glp-1 fgf-19 hscrp c-peptide tnfa il-1 cd163 statins insulin oral_anti-diabetic_medication years_in_sweden tnm_stage ajcc_stage localization fobt wif-1_gene_methylation_test group k__Archaea k__Archaea|p__Euryarchaeota k__Archaea|p__Euryarchaeota|c__Methanobacteria k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_smithii|t__Methanobrevibacter_smithii_unclassified k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobrevibacter|s__Methanobrevibacter_unclassified k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera|s__Methanosphaera_stadtmanae k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanosphaera|s__Methanosphaera_stadtmanae|t__GCF_000012545 k__Bacteria k__Bacteria|p__Acidobacteria k__Bacteria|p__Acidobacteria|c__Acidobacteriia k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Acidobacteriaceae_unclassified k__Bacteria|p__Actinobacteria k__Bacteria|p__Actinobacteria|c__Actinobacteria k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_graevenitzii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_graevenitzii|t__Actinomyces_graevenitzii_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_odontolyticus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_odontolyticus|t__Actinomyces_odontolyticus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_turicensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_turicensis|t__GCF_000296505 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum|s__Varibaculum_cambriense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Varibaculum|s__Varibaculum_cambriense|t__GCF_000420065 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_mucilaginosa|t__Rothia_mucilaginosa_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_adolescentis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_adolescentis|t__Bifidobacterium_adolescentis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_angulatum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_angulatum|t__GCF_000156635 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_bifidum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_bifidum|t__Bifidobacterium_bifidum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_catenulatum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_catenulatum|t__GCF_000173455 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum|t__Bifidobacterium_longum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudocatenulatum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudocatenulatum|t__GCF_000173435 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella|s__Gardnerella_vaginalis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Gardnerella|s__Gardnerella_vaginalis|t__Gardnerella_vaginalis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Adlercreutzia|s__Adlercreutzia_equolifaciens|t__GCF_000478885 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_parvulum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_parvulum|t__GCF_000024225 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_rimae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_rimae|t__GCF_000174015 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_aerofaciens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_aerofaciens|t__GCF_000169035 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Collinsella|s__Collinsella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Coriobacteriaceae_noname|s__Coriobacteriaceae_bacterium_phI|t__GCF_000311845 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_lenta k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_lenta|t__GCF_000024265 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter|s__Gordonibacter_pamelaeae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Gordonibacter|s__Gordonibacter_pamelaeae|t__GCF_000210055 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_piriformis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_piriformis|t__GCF_000296445 k__Bacteria|p__Bacteroidetes k__Bacteria|p__Bacteroidetes|c__Bacteroidia k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_barnesiae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_barnesiae|t__GCF_000374585 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_caccae|t__Bacteroides_caccae_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus|t__Bacteroides_cellulosilyticus_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_clarus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_clarus|t__GCF_000195615 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprocola k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprocola|t__GCF_000154845 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprophilus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_coprophilus|t__GCF_000157915 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei|t__Bacteroides_dorei_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_eggerthii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_eggerthii|t__Bacteroides_eggerthii_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_faecis|t__GCF_000226135 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_finegoldii|t__Bacteroides_finegoldii_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_fragilis|t__Bacteroides_fragilis_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_intestinalis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_intestinalis|t__GCF_000172175 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_massiliensis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_massiliensis|t__Bacteroides_massiliensis_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_nordii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_nordii|t__GCF_000273175 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_ovatus|t__Bacteroides_ovatus_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_plebeius k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_plebeius|t__GCF_000187895 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salyersiae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_salyersiae|t__Bacteroides_salyersiae_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_4_3_47FAA k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_4_3_47FAA|t__GCF_000158515 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_stercoris k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_stercoris|t__Bacteroides_stercoris_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_thetaiotaomicron|t__Bacteroides_thetaiotaomicron_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis|t__Bacteroides_uniformis_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_uniformis|t__GCF_000154205 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus|t__Bacteroides_vulgatus_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_xylanisolvens k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_xylanisolvens|t__Bacteroides_xylanisolvens_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidales_noname|g__Bacteroidales_noname|s__Bacteroidales_bacterium_ph8|t__GCF_000311925 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella|s__Barnesiella_intestinihominis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Barnesiella|s__Barnesiella_intestinihominis|t__GCF_000296465 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Coprobacter|s__Coprobacter_fastidiosus|t__GCF_000473955 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_splanchnicus|t__GCF_000190535 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Odoribacter|s__Odoribacter_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_distasonis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_distasonis|t__Parabacteroides_distasonis_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_goldsteinii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_goldsteinii|t__Parabacteroides_goldsteinii_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_merdae|t__Parabacteroides_merdae_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_asaccharolytica k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_asaccharolytica|t__Porphyromonas_asaccharolytica_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_bennonis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_bennonis|t__GCF_000375645 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_somerae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_somerae|t__GCF_000372405 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_uenonis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_uenonis|t__GCF_000174775 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_clara k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_clara|t__GCF_000233955 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_xylaniphila k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Paraprevotella|s__Paraprevotella_xylaniphila|t__GCF_000205165 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bivia k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bivia|t__Prevotella_bivia_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_copri k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_copri|t__GCF_000157935 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_disiens k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_disiens|t__Prevotella_disiens_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_stercorea k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_stercorea|t__GCF_000235885 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_timonensis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_timonensis|t__GCF_000177055 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_finegoldii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_finegoldii|t__GCF_000265365 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_indistinctus k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_indistinctus|t__GCF_000231275 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_onderdonkii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_onderdonkii|t__GCF_000374505 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_putredinis|t__GCF_000154465 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_senegalensis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_senegalensis|t__GCF_000312145 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_shahii|t__GCF_000210575 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_AP11 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_AP11|t__GCF_000321205 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_unclassified k__Bacteria|p__Cyanobacteria k__Bacteria|p__Cyanobacteria|c__Cyanobacteria_noname k__Bacteria|p__Cyanobacteria|c__Cyanobacteria_noname|o__Oscillatoriales k__Bacteria|p__Cyanobacteria|c__Cyanobacteria_noname|o__Oscillatoriales|f__Oscillatoriales_noname 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k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_faecium|t__Enterococcus_faecium_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_animalis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_animalis|t__GCF_000183825 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_delbrueckii k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_delbrueckii|t__Lactobacillus_delbrueckii_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_fermentum k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_fermentum|t__Lactobacillus_fermentum_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_mucosae k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_mucosae|t__GCF_000248095 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ruminis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ruminis|t__Lactobacillus_ruminis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sakei k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_sakei|t__Lactobacillus_sakei_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_lactis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_lactis|t__Leuconostoc_lactis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_pseudomesenteroides k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_pseudomesenteroides|t__Leuconostoc_pseudomesenteroides_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Weissella|s__Weissella_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_lactis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Lactococcus|s__Lactococcus_lactis|t__Lactococcus_lactis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_anginosus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_anginosus|t__Streptococcus_anginosus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_australis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_australis|t__Streptococcus_australis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gordonii k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_gordonii|t__GCF_000017005 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantarius k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantarius|t__Streptococcus_infantarius_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_infantis|t__Streptococcus_infantis_unclassified 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k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_salivarius|t__Streptococcus_salivarius_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_thermophilus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_thermophilus|t__Streptococcus_thermophilus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_vestibularis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_vestibularis|t__Streptococcus_vestibularis_unclassified k__Bacteria|p__Firmicutes|c__Clostridia k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae 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k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_wadsworthia|t__GCF_000185705 k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_desulfuricans|t__Desulfovibrio_desulfuricans_unclassified k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_piger 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Succinivibrionaceae|g__Succinivibrionaceae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_freundii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_freundii|t__Citrobacter_freundii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Citrobacter|s__Citrobacter_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_coli|t__Escherichia_coli_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_pneumoniae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_pneumoniae|t__Klebsiella_pneumoniae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Providencia 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k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira|s__Brachyspira_pilosicoli|t__Brachyspira_pilosicoli_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Brachyspiraceae|g__Brachyspira|s__Brachyspira_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_succinifaciens k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_succinifaciens|t__GCF_000195275 k__Bacteria|p__Tenericutes k__Bacteria|p__Tenericutes|c__Mollicutes k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales|f__Mycoplasmataceae 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k__Bacteria|p__Verrucomicrobia|c__Verrucomicrobiae|o__Verrucomicrobiales|f__Verrucomicrobiaceae|g__Akkermansia|s__Akkermansia_muciniphila|t__GCF_000020225 k__Eukaryota k__Eukaryota|p__Eukaryota_noname k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Eukaryota_noname k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Eukaryota_noname|g__Entamoeba k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Eukaryota_noname|g__Entamoeba|s__Entamoeba_dispar k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Eukaryota_noname|g__Entamoeba|s__Entamoeba_dispar|t__GCA_000209125 k__Eukaryota|p__Microsporidia k__Eukaryota|p__Microsporidia|c__Microsporidia_noname k__Eukaryota|p__Microsporidia|c__Microsporidia_noname|o__Microsporidia_noname k__Eukaryota|p__Microsporidia|c__Microsporidia_noname|o__Microsporidia_noname|f__Enterocytozoonidae k__Eukaryota|p__Microsporidia|c__Microsporidia_noname|o__Microsporidia_noname|f__Enterocytozoonidae|g__Enterocytozoon k__Eukaryota|p__Microsporidia|c__Microsporidia_noname|o__Microsporidia_noname|f__Enterocytozoonidae|g__Enterocytozoon|s__Enterocytozoon_bieneusi k__Eukaryota|p__Microsporidia|c__Microsporidia_noname|o__Microsporidia_noname|f__Enterocytozoonidae|g__Enterocytozoon|s__Enterocytozoon_bieneusi|t__GCA_000209485 k__Archaea|p__Euryarchaeota|c__Archaeoglobi k__Archaea|p__Euryarchaeota|c__Archaeoglobi|o__Archaeoglobales k__Archaea|p__Euryarchaeota|c__Archaeoglobi|o__Archaeoglobales|f__Archaeoglobaceae k__Archaea|p__Euryarchaeota|c__Archaeoglobi|o__Archaeoglobales|f__Archaeoglobaceae|g__Archaeoglobaceae_unclassified k__Archaea|p__Euryarchaeota|c__Methanococci k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae|g__Methanocaldococcaceae_unclassified k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Granulicella k__Bacteria|p__Acidobacteria|c__Acidobacteriia|o__Acidobacteriales|f__Acidobacteriaceae|g__Granulicella|s__Granulicella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma|s__Tropheryma_whipplei k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetales_noname|g__Tropheryma|s__Tropheryma_whipplei|t__Tropheryma_whipplei_unclassified 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k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_animalis|t__Bifidobacterium_animalis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_breve k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_breve|t__Bifidobacterium_breve_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_dentium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_dentium|t__Bifidobacterium_dentium_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_longum|t__GCF_000497735 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae|g__Sinobacteraceae_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Sphaerochaeta k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Sphaerochaeta|s__Sphaerochaeta_unclassified k__Bacteria|p__Synergistetes k__Bacteria|p__Synergistetes|c__Synergistia k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter|s__Pyramidobacter_piscolens k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Pyramidobacter|s__Pyramidobacter_piscolens|t__GCF_000177335 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Synergistes k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Synergistes|s__Synergistes_sp_3_1_syn1 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Synergistes|s__Synergistes_sp_3_1_syn1|t__GCF_000238615 k__Bacteria|p__Tenericutes|c__Mollicutes|o__Acholeplasmatales k__Bacteria|p__Tenericutes|c__Mollicutes|o__Acholeplasmatales|f__Acholeplasmataceae k__Bacteria|p__Tenericutes|c__Mollicutes|o__Acholeplasmatales|f__Acholeplasmataceae|g__Candidatus_Phytoplasma k__Bacteria|p__Tenericutes|c__Mollicutes|o__Acholeplasmatales|f__Acholeplasmataceae|g__Candidatus_Phytoplasma|s__Candidatus_Phytoplasma_unclassified k__Bacteria|p__Tenericutes|c__Mollicutes|o__Entomoplasmatales k__Bacteria|p__Tenericutes|c__Mollicutes|o__Entomoplasmatales|f__Spiroplasmataceae k__Bacteria|p__Tenericutes|c__Mollicutes|o__Entomoplasmatales|f__Spiroplasmataceae|g__Spiroplasma k__Bacteria|p__Tenericutes|c__Mollicutes|o__Entomoplasmatales|f__Spiroplasmataceae|g__Spiroplasma|s__Spiroplasma_unclassified k__Eukaryota|p__Ascomycota k__Eukaryota|p__Ascomycota|c__Eurotiomycetes k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillaceae_unclassified k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Penicillium k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Penicillium|s__Penicillium_chrysogenum k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Penicillium|s__Penicillium_chrysogenum|t__GCA_000226395 k__Eukaryota|p__Ascomycota|c__Saccharomycetes k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Naumovozyma k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Naumovozyma|s__Naumovozyma_unclassified k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces|s__Saccharomyces_cerevisiae k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomyces|s__Saccharomyces_cerevisiae|t__GCA_000146045 k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Saccharomycetaceae_unclassified k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales|f__Schizosaccharomycetaceae k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales|f__Schizosaccharomycetaceae|g__Schizosaccharomyces k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales|f__Schizosaccharomycetaceae|g__Schizosaccharomyces|s__Schizosaccharomyces_pombe k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales|f__Schizosaccharomycetaceae|g__Schizosaccharomyces|s__Schizosaccharomyces_pombe|t__GCA_000002945 k__Eukaryota|p__Ascomycota|c__Schizosaccharomycetes|o__Schizosaccharomycetales|f__Schizosaccharomycetaceae|g__Schizosaccharomyces|s__Schizosaccharomyces_unclassified k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis k__Eukaryota|p__Eukaryota_noname|c__Eukaryota_noname|o__Eukaryota_noname|f__Hexamitidae|g__Giardia|s__Giardia_intestinalis|t__GCA_000002435 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_europaeus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_europaeus|t__GCF_000411155 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_neuii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_neuii|t__GCF_000296485 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM39 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_ICM39|t__GCF_000282935 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_urogenitalis|t__GCF_000159035 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Mobiluncus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Mobiluncus|s__Mobiluncus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_massiliense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_massiliense|t__GCF_000285915 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_accolens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_accolens|t__Corynebacterium_accolens_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_amycolatum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_amycolatum|t__GCF_000173655 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_aurimucosum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_aurimucosum|t__Corynebacterium_aurimucosum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_jeikeium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_jeikeium|t__Corynebacterium_jeikeium_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_kroppenstedtii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_kroppenstedtii|t__GCF_000023145 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_propinquum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_propinquum|t__GCF_000375525 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudodiphtheriticum|t__GCF_000466825 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudogenitalium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pseudogenitalium|t__GCF_000156615 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pyruviciproducens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_pyruviciproducens|t__GCF_000411375 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_striatum|t__GCF_000159135 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_tuberculostearicum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_tuberculostearicum|t__GCF_000175635 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Dermabacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Dermabacter|s__Dermabacter_sp_HFH0086 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Dermabacter|s__Dermabacter_sp_HFH0086|t__GCF_000413375 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Micrococcus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Micrococcus|s__Micrococcus_luteus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Micrococcus|s__Micrococcus_luteus|t__Micrococcus_luteus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_acnes k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_acnes|t__Propionibacterium_acnes_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_avidum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_avidum|t__Propionibacterium_avidum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_granulosum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_granulosum|t__Propionibacterium_granulosum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_minimum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_minimum|t__GCF_000421685 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudolongum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium_pseudolongum|t__GCF_000421365 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_minutum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Atopobium|s__Atopobium_minutum|t__GCF_000364325 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium|s__Cryptobacterium_curtum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Cryptobacterium|s__Cryptobacterium_curtum|t__GCF_000023845 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Eggerthella|s__Eggerthella_sp_HGA1|t__GCF_000191845 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_uli k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_uli|t__GCF_000143845 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_exigua k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_exigua|t__GCF_000162875 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Slackia|s__Slackia_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Dysgonomonas|s__Dysgonomonas_gadei k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Dysgonomonas|s__Dysgonomonas_gadei|t__GCF_000213555 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Dysgonomonas|s__Dysgonomonas_mossii k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Dysgonomonas|s__Dysgonomonas_mossii|t__Dysgonomonas_mossii_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_tannerae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Alloprevotella|s__Alloprevotella_tannerae|t__GCF_000159995 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bergensis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_bergensis|t__GCF_000160535 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_histicola k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_histicola|t__GCF_000234055 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_paludivivens k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_paludivivens|t__GCF_000373185 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_salivae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_salivae|t__GCF_000185845 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_veroralis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_veroralis|t__Prevotella_veroralis_unclassified k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Chryseobacterium k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Chryseobacterium|s__Chryseobacterium_gleum k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Chryseobacterium|s__Chryseobacterium_gleum|t__GCF_000143785 k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Chryseobacterium|s__Chryseobacterium_unclassified k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Elizabethkingia k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Elizabethkingia|s__Elizabethkingia_meningoseptica k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Elizabethkingia|s__Elizabethkingia_meningoseptica|t__Elizabethkingia_meningoseptica_unclassified k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Empedobacter k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Empedobacter|s__Empedobacter_brevis k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Empedobacter|s__Empedobacter_brevis|t__GCF_000382425 k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Thermales|f__Thermaceae|g__Thermus|s__Thermus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus 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k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_caprae_capitis k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_caprae_capitis|t__GCF_000160215 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_caprae_capitis|t__Staphylococcus_caprae_capitis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_epidermidis k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_epidermidis|t__Staphylococcus_epidermidis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_haemolyticus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_haemolyticus|t__Staphylococcus_haemolyticus_unclassified 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k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Sphingomonadales|f__Sphingomonadaceae|g__Sphingomonas|s__Sphingomonas_melonis k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Sphingomonadales|f__Sphingomonadaceae|g__Sphingomonas|s__Sphingomonas_melonis|t__Sphingomonas_melonis_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Burkholderia|s__Burkholderia_cenocepacia k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Burkholderia|s__Burkholderia_cenocepacia|t__Burkholderia_cenocepacia_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Cupriavidus|s__Cupriavidus_metallidurans k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Burkholderiaceae|g__Cupriavidus|s__Cupriavidus_metallidurans|t__GCF_000196015 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k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Polaromonas|s__Polaromonas_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Variovorax k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Variovorax|s__Variovorax_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Verminephrobacter k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Comamonadaceae|g__Verminephrobacter|s__Verminephrobacter_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Massilia k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Burkholderiales|f__Oxalobacteraceae|g__Massilia|s__Massilia_unclassified k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Neisseriales|f__Neisseriaceae|g__Eikenella 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_cloacae|t__GCF_000492675 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_cloacae|t__GCF_000496775 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_hormaechei|t__GCF_000213995 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_sp_MGH_8 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Enterobacter|s__Enterobacter_sp_MGH_8|t__GCF_000474805 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_hermannii 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pantoea|s__Pantoea_dispersa|t__GCF_000465555 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pantoea|s__Pantoea_vagans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pantoea|s__Pantoea_vagans|t__GCF_000148935 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium|s__Pectobacterium_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium|s__Pectobacterium_wasabiae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium|s__Pectobacterium_wasabiae|t__Pectobacterium_wasabiae_unclassified 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_johnsonii|t__Acinetobacter_johnsonii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_junii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_junii|t__Acinetobacter_junii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_pittii_calcoaceticus_nosocomialis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_pittii_calcoaceticus_nosocomialis|t__Acinetobacter_pittii_calcoaceticus_nosocomialis_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_radioresistens 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k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_graevenitzii|t__GCF_000466185 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii|t__Actinomyces_johnsonii_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii|t__GCF_000466205 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_johnsonii|t__GCF_000466245 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_massiliensis 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k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_181|t__GCF_000318335 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_448 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_448|t__GCF_000220835 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_848 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_848|t__GCF_000162895 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_849 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k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Rothia|s__Rothia_dentocariosa|t__GCF_000164695 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_abscessus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_abscessus|t__Mycobacterium_abscessus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Promicromonosporaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Promicromonosporaceae|g__Promicromonosporaceae_unclassified 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k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_sp_oral_taxon_317|t__GCF_000162415 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_veroralis|t__GCF_000377625 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_JC136 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Rikenellaceae|g__Alistipes|s__Alistipes_sp_JC136|t__GCF_000285455 k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Bergeyella k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Bergeyella|s__Bergeyella_zoohelcum k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Bergeyella|s__Bergeyella_zoohelcum|t__Bergeyella_zoohelcum_unclassified 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k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_showae|t__GCF_000344295 k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_sp_10_1_50 k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_sp_10_1_50|t__GCF_000238755 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacteriaceae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacterium k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacterium|s__Cardiobacterium_hominis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacterium|s__Cardiobacterium_hominis|t__GCF_000160655 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacterium|s__Cardiobacterium_valvarum k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Cardiobacteriales|f__Cardiobacteriaceae|g__Cardiobacterium|s__Cardiobacterium_valvarum|t__GCF_000239355 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Serratia|s__Serratia_proteamaculans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Serratia|s__Serratia_proteamaculans|t__GCF_000018085 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_actinomycetemcomitans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_actinomycetemcomitans|t__Aggregatibacter_actinomycetemcomitans_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_sp_oral_taxon_458 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Aggregatibacter|s__Aggregatibacter_sp_oral_taxon_458|t__GCF_000466335 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_alcaligenes k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_alcaligenes|t__Pseudomonas_alcaligenes_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_denticola k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_denticola|t__Treponema_denticola_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_lecithinolyticum k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_lecithinolyticum|t__GCF_000468055 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_maltophilum k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_maltophilum|t__GCF_000413055 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_medium k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_medium|t__GCF_000413035 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_socranskii k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_socranskii|t__GCF_000413015 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_socranskii|t__Treponema_socranskii_unclassified k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_vincentii k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_vincentii|t__GCF_000175895 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_vincentii|t__GCF_000412995 k__Bacteria|p__Spirochaetes|c__Spirochaetia|o__Spirochaetales|f__Spirochaetaceae|g__Treponema|s__Treponema_vincentii|t__Treponema_vincentii_unclassified k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Fretibacterium|s__Fretibacterium_fastidiosum|t__GCF_000210715 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella|s__Jonquetella_anthropi k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella|s__Jonquetella_anthropi|t__Jonquetella_anthropi_unclassified k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales|f__Mycoplasmataceae|g__Mycoplasma|s__Mycoplasma_orale k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales|f__Mycoplasmataceae|g__Mycoplasma|s__Mycoplasma_orale|t__GCF_000420105 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillus k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillus|s__Aspergillus_fumigatus k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillus|s__Aspergillus_fumigatus|t__GCA_000002655 k__Eukaryota|p__Basidiomycota k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes|o__Malasseziales k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes|o__Malasseziales|f__Malasseziaceae k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes|o__Malasseziales|f__Malasseziaceae|g__Malassezia k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes|o__Malasseziales|f__Malasseziaceae|g__Malassezia|s__Malassezia_globosa k__Eukaryota|p__Basidiomycota|c__Exobasidiomycetes|o__Malasseziales|f__Malasseziaceae|g__Malassezia|s__Malassezia_globosa|t__GCA_000181695 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_178 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_sp_oral_taxon_178|t__GCF_000186685 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_casei k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_casei|t__GCF_000314575 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_mcbrellneri k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Brevibacteriaceae|g__Brevibacterium|s__Brevibacterium_mcbrellneri|t__GCF_000178455 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_lipophiloflavum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_lipophiloflavum|t__GCF_000159635 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_timonense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_timonense|t__GCF_000312345 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_urealyticum|t__Corynebacterium_urealyticum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_variabile k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_variabile|t__GCF_000179395 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Turicella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Turicella|s__Turicella_otitidis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Turicella|s__Turicella_otitidis|t__Turicella_otitidis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dietziaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dietziaceae|g__Dietzia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dietziaceae|g__Dietzia|s__Dietzia_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Geodermatophilaceae_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_terrae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_terrae|t__Gordonia_terrae_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Janibacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Janibacter|s__Janibacter_hoylei k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Janibacter|s__Janibacter_hoylei|t__GCF_000297495 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leifsonia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leifsonia|s__Leifsonia_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_rhizophila k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_rhizophila|t__Kocuria_rhizophila_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micromonosporaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micromonosporaceae|g__Actinoplanes k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micromonosporaceae|g__Actinoplanes|s__Actinoplanes_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_phlei k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_phlei|t__GCF_000257725 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_smegmatis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_smegmatis|t__Mycobacterium_smegmatis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Nocardioides k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Nocardioides|s__Nocardioides_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_40A k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_3_1_40A|t__GCF_000186105 k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Deinococcales|f__Deinococcales_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Marinococcus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Marinococcus|s__Marinococcus_halotolerans k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Marinococcus|s__Marinococcus_halotolerans|t__GCF_000420725 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Facklamia|s__Facklamia_ignava k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Facklamia|s__Facklamia_ignava|t__GCF_000301055 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Facklamia|s__Facklamia_languida k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Facklamia|s__Facklamia_languida|t__GCF_000245795 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_crispatus|t__GCF_000301135 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_I_P16 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_I_P16|t__GCF_000479315 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_SK643 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_SK643|t__GCF_000259505 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_hathewayi|t__GCF_000235505 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Oribacterium|s__Oribacterium_sp_oral_taxon_078|t__GCF_000160135 k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodospirillales|f__Rhodospirillaceae k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodospirillales|f__Rhodospirillaceae|g__Rhodospirillum k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodospirillales|f__Rhodospirillaceae|g__Rhodospirillum|s__Rhodospirillum_unclassified k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Sphingomonadales|f__Sphingomonadaceae|g__Sphingobium|s__Sphingobium_unclassified k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Myxococcales k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Myxococcales|f__Myxococcaceae k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Myxococcales|f__Myxococcaceae|g__Myxococcus k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Myxococcales|f__Myxococcaceae|g__Myxococcus|s__Myxococcus_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Alishewanella k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Alishewanella|s__Alishewanella_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Rahnella k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Rahnella|s__Rahnella_aquatilis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Rahnella|s__Rahnella_aquatilis|t__Rahnella_aquatilis_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Rahnella|s__Rahnella_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_indicus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_indicus|t__Acinetobacter_indicus_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_venetianus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_venetianus|t__Acinetobacter_venetianus_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_extremaustralis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_extremaustralis|t__GCF_000242115 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_mandelii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_mandelii|t__Pseudomonas_mandelii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_mendocina k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_mendocina|t__Pseudomonas_mendocina_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_sp_313 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_sp_313|t__GCF_000316965 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_syringae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_syringae|t__GCF_000245455 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_thermotolerans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_thermotolerans|t__GCF_000364625 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Pseudoxanthomonas k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Pseudoxanthomonas|s__Pseudoxanthomonas_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_mundtii k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_mundtii|t__Enterococcus_mundtii_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Leuconostocaceae|g__Leuconostoc|s__Leuconostoc_gasicomitatum|t__GCF_000196855 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_schindleri k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_schindleri|t__Acinetobacter_schindleri_unclassified k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae|g__Methanocaldococcus k__Archaea|p__Euryarchaeota|c__Methanococci|o__Methanococcales|f__Methanocaldococcaceae|g__Methanocaldococcus|s__Methanocaldococcus_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_sp_20_3 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Parabacteroides|s__Parabacteroides_sp_20_3|t__GCF_000162535 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Gracilibacillus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Gracilibacillus|s__Gracilibacillus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_amylovorus|t__Lactobacillus_amylovorus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_johnsonii k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_johnsonii|t__Lactobacillus_johnsonii_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_saerimneri|t__GCF_000317165 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ultunensis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_ultunensis|t__GCF_000159415 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_lolii k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Pediococcus|s__Pediococcus_lolii|t__GCF_000319265 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_oral_taxon_375 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_oral_taxon_375|t__GCF_000221565 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_sp_HPA0509 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Acidaminococcaceae|g__Acidaminococcus|s__Acidaminococcus_sp_HPA0509|t__GCF_000411395 k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pullorum k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_pullorum|t__GCF_000155495 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Candidatus_Moranella k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Candidatus_Moranella|s__Candidatus_Moranella_endobia k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Candidatus_Moranella|s__Candidatus_Moranella_endobia|t__Candidatus_Moranella_endobia_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_schaalii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_schaalii|t__GCF_000411135 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k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_dorei|t__GCF_000156075 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus|t__GCF_000273295 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Macrococcus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Macrococcus|s__Macrococcus_caseolyticus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Macrococcus|s__Macrococcus_caseolyticus|t__GCF_000010585 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_equorum k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_equorum|t__Staphylococcus_equorum_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_cecorum 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k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Vagococcus|s__Vagococcus_lutrae|t__GCF_000498295 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_buchneri k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_buchneri|t__Lactobacillus_buchneri_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_coryniformis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_coryniformis|t__Lactobacillus_coryniformis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_pentosus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_pentosus|t__GCF_000271445 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k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_HGF2|t__GCF_000183585 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_SS2_1 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_SS2_1|t__GCF_000154545 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_JC140 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_JC140|t__GCF_000321025 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_sp_KLE_1732 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Blautia|s__Blautia_sp_KLE_1732|t__GCF_000466565 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k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_coli|t__Campylobacter_coli_unclassified k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_winghamensis k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_winghamensis|t__GCF_000158455 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_urinale k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_urinale|t__GCF_000420445 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Cellulomonadaceae 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k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_muris|t__GCF_000338055 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_paraconglomeratum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_paraconglomeratum|t__GCF_000233655 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Kytococcus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Kytococcus|s__Kytococcus_sedentarius k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Kytococcus|s__Kytococcus_sedentarius|t__GCF_000023925 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dietziaceae|g__Dietzia|s__Dietzia_cinnamea k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dietziaceae|g__Dietzia|s__Dietzia_cinnamea|t__GCF_000186325 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_aichiensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_aichiensis|t__GCF_000332975 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter|s__Leucobacter_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_barkeri k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_barkeri|t__GCF_000299315 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_laevaniformans k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_laevaniformans|t__GCF_000255595 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_maritypicum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Microbacterium|s__Microbacterium_maritypicum|t__GCF_000455825 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_atrinae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_atrinae|t__GCF_000286355 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_rhizophila|t__GCF_000214115 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Micrococcus|s__Micrococcus_luteus|t__GCF_000176875 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionimicrobium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionimicrobium|s__Propionimicrobium_lymphophilum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionimicrobium|s__Propionimicrobium_lymphophilum|t__GCF_000411175 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_inopinata k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Scardovia|s__Scardovia_inopinata|t__GCF_000163755 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_lentus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_lentus|t__GCF_000286395 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_massiliensis k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_massiliensis|t__Staphylococcus_massiliensis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_pettenkoferi k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_pettenkoferi|t__GCF_000260275 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_simulans k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_simulans|t__Staphylococcus_simulans_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_xylosus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_xylosus|t__GCF_000338275 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Aerococcus|s__Aerococcus_urinae k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Aerococcus|s__Aerococcus_urinae|t__GCF_000193205 k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Brucellaceae|g__Ochrobactrum k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Brucellaceae|g__Ochrobactrum|s__Ochrobactrum_anthropi 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_baltica|t__Shewanella_baltica_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_bettyae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_bettyae|t__GCF_000262245 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_haemolyticus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_haemolyticus|t__Acinetobacter_haemolyticus_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_parvus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_parvus|t__Acinetobacter_parvus_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_102637 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_102637|t__GCF_000368425 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_64_7 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_64_7|t__GCF_000369745 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_towneri k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_towneri|t__GCF_000368785 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella|s__Jonquetella_sp_BV3C21 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella|s__Jonquetella_sp_BV3C21|t__GCF_000468895 k__Bacteria|p__Synergistetes|c__Synergistia|o__Synergistales|f__Synergistaceae|g__Jonquetella|s__Jonquetella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinopolysporaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinopolysporaceae|g__Actinopolyspora k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinopolysporaceae|g__Actinopolyspora|s__Actinopolyspora_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Pseudonocardia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Pseudonocardia|s__Pseudonocardia_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Saccharomonospora k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Saccharomonospora|s__Saccharomonospora_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Saccharopolyspora k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Saccharopolyspora|s__Saccharopolyspora_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_cellulosilyticus|t__GCF_000273015 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_pyogenes k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_pyogenes|t__GCF_000466505 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_D22 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_sp_D22|t__GCF_000163675 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_stercoris|t__GCF_000413395 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Anoxybacillus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Anoxybacillus|s__Anoxybacillus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_amyloliquefaciens k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_amyloliquefaciens|t__Bacillus_amyloliquefaciens_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_megaterium k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_megaterium|t__Bacillus_megaterium_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_pumilus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Bacillus|s__Bacillus_pumilus|t__Bacillus_pumilus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Aerococcaceae|g__Aerococcus|s__Aerococcus_viridans|t__GCF_000262085 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_equicursoris k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_equicursoris|t__GCF_000312645 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_downei k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_downei|t__GCF_000180055 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_parauberis|t__Streptococcus_parauberis_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD4S k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Streptococcaceae|g__Streptococcus|s__Streptococcus_sp_GMD4S|t__GCF_000296955 k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Cetobacterium k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Cetobacterium|s__Cetobacterium_somerae k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Cetobacterium|s__Cetobacterium_somerae|t__GCF_000479045 k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_varium k__Bacteria|p__Fusobacteria|c__Fusobacteriia|o__Fusobacteriales|f__Fusobacteriaceae|g__Fusobacterium|s__Fusobacterium_varium|t__GCF_000159915 k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_sp_4_1_30 k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Bilophila|s__Bilophila_sp_4_1_30|t__GCF_000224655 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_veronii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_veronii|t__Aeromonas_veronii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_albertii|t__Escherichia_albertii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_fergusonii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Escherichia|s__Escherichia_fergusonii|t__Escherichia_fergusonii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_variicola k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Klebsiella|s__Klebsiella_variicola|t__GCF_000025465 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Kosakonia k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Kosakonia|s__Kosakonia_radicincitans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Kosakonia|s__Kosakonia_radicincitans|t__GCF_000280495 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium|s__Pectobacterium_carotovorum k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Pectobacterium|s__Pectobacterium_carotovorum|t__Pectobacterium_carotovorum_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Plesiomonas k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Plesiomonas|s__Plesiomonas_shigelloides k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Plesiomonas|s__Plesiomonas_shigelloides|t__GCF_000392595 k__Archaea|p__Euryarchaeota|c__Halobacteria k__Archaea|p__Euryarchaeota|c__Halobacteria|o__Halobacteriales k__Archaea|p__Euryarchaeota|c__Halobacteria|o__Halobacteriales|f__Halobacteriaceae k__Archaea|p__Euryarchaeota|c__Halobacteria|o__Halobacteriales|f__Halobacteriaceae|g__Halococcus k__Archaea|p__Euryarchaeota|c__Halobacteria|o__Halobacteriales|f__Halobacteriaceae|g__Halococcus|s__Halococcus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinobaculum|s__Actinobaculum_massiliense|t__GCF_000315465 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_coleocanis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Actinomycetaceae|g__Actinomyces|s__Actinomyces_coleocanis|t__GCF_000159015 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_ammoniagenes k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_ammoniagenes|t__GCF_000164115 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_callunae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_callunae|t__GCF_000344785 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_casei k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_casei|t__GCF_000234765 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_doosanense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_doosanense|t__GCF_000372245 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_efficiens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_efficiens|t__Corynebacterium_efficiens_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_glutamicum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_glutamicum|t__Corynebacterium_glutamicum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_mastitidis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_mastitidis|t__GCF_000375365 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_nuruki k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_nuruki|t__GCF_000213935 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_resistens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_resistens|t__GCF_000177535 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_HFH0082 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_HFH0082|t__GCF_000411235 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_KPL1824 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_KPL1824|t__GCF_000478095 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_KPL1859 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_sp_KPL1859|t__GCF_000478015 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_ulceribovis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Corynebacteriaceae|g__Corynebacterium|s__Corynebacterium_ulceribovis|t__GCF_000372445 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_squillarum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermabacteraceae|g__Brachybacterium|s__Brachybacterium_squillarum|t__GCF_000225825 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Dermacoccus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Dermacoccus|s__Dermacoccus_sp_Ellin185 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Dermacoccaceae|g__Dermacoccus|s__Dermacoccus_sp_Ellin185|t__GCF_000152185 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Blastococcus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Blastococcus|s__Blastococcus_saxobsidens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Blastococcus|s__Blastococcus_saxobsidens|t__GCF_000284015 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Geodermatophilus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Geodermatophilus|s__Geodermatophilus_obscurus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Geodermatophilus|s__Geodermatophilus_obscurus|t__GCF_000025345 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Modestobacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Modestobacter|s__Modestobacter_multiseptatus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Geodermatophilaceae|g__Modestobacter|s__Modestobacter_multiseptatus|t__GCF_000306785 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_bronchialis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_bronchialis|t__GCF_000024785 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_otitidis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_otitidis|t__GCF_000248075 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_paraffinivorans k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_paraffinivorans|t__GCF_000344155 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_polyisoprenivorans k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_polyisoprenivorans|t__Gordonia_polyisoprenivorans_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_rubripertincta k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_rubripertincta|t__GCF_000327325 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_soli k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_soli|t__GCF_000334455 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_sputi k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Gordoniaceae|g__Gordonia|s__Gordonia_sputi|t__GCF_000248055 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Ornithinimicrobium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Ornithinimicrobium|s__Ornithinimicrobium_pekingense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Ornithinimicrobium|s__Ornithinimicrobium_pekingense|t__GCF_000421185 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Serinicoccus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Serinicoccus|s__Serinicoccus_profundi k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Serinicoccus|s__Serinicoccus_profundi|t__GCF_000224715 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Intrasporangiaceae|g__Serinicoccus|s__Serinicoccus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Agrococcus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Agrococcus|s__Agrococcus_pavilionensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Agrococcus|s__Agrococcus_pavilionensis|t__GCF_000400485 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Agromyces k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Agromyces|s__Agromyces_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Clavibacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Clavibacter|s__Clavibacter_michiganensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Clavibacter|s__Clavibacter_michiganensis|t__Clavibacter_michiganensis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Curtobacterium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Curtobacterium|s__Curtobacterium_flaccumfaciens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Curtobacterium|s__Curtobacterium_flaccumfaciens|t__GCF_000349565 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Curtobacterium|s__Curtobacterium_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leifsonia|s__Leifsonia_aquatica k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leifsonia|s__Leifsonia_aquatica|t__GCF_000469485 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter|s__Leucobacter_chromiiresistens k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Microbacteriaceae|g__Leucobacter|s__Leucobacter_chromiiresistens|t__GCF_000231305 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Arthrobacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Arthrobacter|s__Arthrobacter_arilaitensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Arthrobacter|s__Arthrobacter_arilaitensis|t__GCF_000197735 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Arthrobacter|s__Arthrobacter_chlorophenolicus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Arthrobacter|s__Arthrobacter_chlorophenolicus|t__GCF_000022025 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_rhizophila|t__GCF_000010285 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_sp_UCD_OTCP k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micrococcaceae|g__Kocuria|s__Kocuria_sp_UCD_OTCP|t__GCF_000349605 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micromonosporaceae|g__Salinispora k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Micromonosporaceae|g__Salinispora|s__Salinispora_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_avium k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_avium|t__Mycobacterium_avium_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_fortuitum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_fortuitum|t__GCF_000295855 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_gilvum k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_gilvum|t__Mycobacterium_gilvum_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_intracellulare k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_intracellulare|t__Mycobacterium_intracellulare_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_mageritense k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_mageritense|t__GCF_000233935 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_tusciae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Mycobacteriaceae|g__Mycobacterium|s__Mycobacterium_tusciae|t__GCF_000243415 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nakamurellaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nakamurellaceae|g__Nakamurella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nakamurellaceae|g__Nakamurella|s__Nakamurella_multipartita k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nakamurellaceae|g__Nakamurella|s__Nakamurella_multipartita|t__GCF_000024365 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Nocardia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Nocardia|s__Nocardia_farcinica k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Nocardia|s__Nocardia_farcinica|t__GCF_000009805 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_equi k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_equi|t__Rhodococcus_equi_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_erythropolis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_erythropolis|t__Rhodococcus_erythropolis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_qingshengii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiaceae|g__Rhodococcus|s__Rhodococcus_qingshengii|t__GCF_000341815 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Kribbella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Kribbella|s__Kribbella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Nocardioidaceae_noname k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Nocardioidaceae_noname|s__Nocardioidaceae_bacterium_Broad_1 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardioidaceae|g__Nocardioidaceae_noname|s__Nocardioidaceae_bacterium_Broad_1|t__GCF_000192415 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiopsaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiopsaceae|g__Nocardiopsis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiopsaceae|g__Nocardiopsis|s__Nocardiopsis_alba k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Nocardiopsaceae|g__Nocardiopsis|s__Nocardiopsis_alba|t__Nocardiopsis_alba_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_sp_HGH0353 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Propionibacterium|s__Propionibacterium_sp_HGH0353|t__GCF_000413335 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Actinomycetospora k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Actinomycetospora|s__Actinomycetospora_chiangmaiensis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Pseudonocardiaceae|g__Actinomycetospora|s__Actinomycetospora_chiangmaiensis|t__GCF_000379625 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Sanguibacteraceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Sanguibacteraceae|g__Sanguibacter k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Sanguibacteraceae|g__Sanguibacter|s__Sanguibacter_keddieii k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Sanguibacteraceae|g__Sanguibacter|s__Sanguibacter_keddieii|t__GCF_000024925 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Segniliparaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Segniliparaceae|g__Segniliparus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Segniliparaceae|g__Segniliparus|s__Segniliparus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae|g__Streptomyces k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae|g__Streptomyces|s__Streptomyces_chartreusis k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae|g__Streptomyces|s__Streptomyces_chartreusis|t__Streptomyces_chartreusis_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae|g__Streptomyces|s__Streptomyces_coelicoflavus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptomycetaceae|g__Streptomyces|s__Streptomyces_coelicoflavus|t__GCF_000241835 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptosporangiaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Streptosporangiaceae|g__Streptosporangiaceae_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Thermomonosporaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Thermomonosporaceae|g__Thermomonosporaceae_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Tsukamurellaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Tsukamurellaceae|g__Tsukamurella k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Tsukamurellaceae|g__Tsukamurella|s__Tsukamurella_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Williamsiaceae k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Williamsiaceae|g__Williamsia k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Williamsiaceae|g__Williamsia|s__Williamsia_sp_D3 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Williamsiaceae|g__Williamsia|s__Williamsia_sp_D3|t__GCF_000506245 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Solirubrobacterales k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Solirubrobacterales|f__Solirubrobacterales_unclassified k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_vulgatus|t__GCF_000012825 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_crevioricanis k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_crevioricanis|t__GCF_000509245 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_macacae k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Porphyromonadaceae|g__Porphyromonas|s__Porphyromonas_macacae|t__GCF_000379945 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Prevotellaceae|g__Prevotella|s__Prevotella_disiens|t__GCF_000467875 k__Bacteria|p__Bacteroidetes|c__Cytophagia k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Cytophaga k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Cytophaga|s__Cytophaga_unclassified k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter|s__Hymenobacter_aerophilus k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter|s__Hymenobacter_aerophilus|t__GCF_000382225 k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter|s__Hymenobacter_norwichensis k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter|s__Hymenobacter_norwichensis|t__GCF_000420705 k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Hymenobacter|s__Hymenobacter_unclassified k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Pontibacter k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Pontibacter|s__Pontibacter_unclassified k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Spirosoma k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Spirosoma|s__Spirosoma_linguale k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Spirosoma|s__Spirosoma_linguale|t__GCF_000024525 k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Spirosoma|s__Spirosoma_luteum k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cytophagaceae|g__Spirosoma|s__Spirosoma_luteum|t__GCF_000374065 k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Blattabacteriaceae k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Blattabacteriaceae|g__Blattabacterium 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k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Rhodocyclales|f__Rhodocyclaceae|g__Thauera|s__Thauera_phenylacetica|t__GCF_000310225 k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Bdellovibrionales k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Bdellovibrionales|f__Bacteriovoracaceae k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Bdellovibrionales|f__Bacteriovoracaceae|g__Bacteriovorax k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Bdellovibrionales|f__Bacteriovoracaceae|g__Bacteriovorax|s__Bacteriovorax_unclassified k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_upsaliensis k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Campylobacteraceae|g__Campylobacter|s__Campylobacter_upsaliensis|t__Campylobacter_upsaliensis_unclassified k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_bilis k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_bilis|t__Helicobacter_bilis_unclassified k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_canis k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_canis|t__GCF_000507865 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_media k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_media|t__GCF_000287215 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_salmonicida k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Aeromonadales|f__Aeromonadaceae|g__Aeromonas|s__Aeromonas_salmonicida|t__Aeromonas_salmonicida_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Alishewanella|s__Alishewanella_agri k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Alishewanella|s__Alishewanella_agri|t__GCF_000272005 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Marinobacter k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Alteromonadaceae|g__Marinobacter|s__Marinobacter_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_decolorationis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_decolorationis|t__GCF_000485795 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_oneidensis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Shewanellaceae|g__Shewanella|s__Shewanella_oneidensis|t__GCF_000146165 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Chromatiales|f__Chromatiaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Chromatiales|f__Chromatiaceae|g__Rheinheimera k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Chromatiales|f__Chromatiaceae|g__Rheinheimera|s__Rheinheimera_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Dickeya k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Dickeya|s__Dickeya_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Erwinia k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Erwinia|s__Erwinia_billingiae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Enterobacteriales|f__Enterobacteriaceae|g__Erwinia|s__Erwinia_billingiae|t__GCF_000196615 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Coxiellaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Coxiellaceae|g__Rickettsiella k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Coxiellaceae|g__Rickettsiella|s__Rickettsiella_grylli k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Coxiellaceae|g__Rickettsiella|s__Rickettsiella_grylli|t__GCF_000168295 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Legionellaceae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Legionellales|f__Legionellaceae|g__Legionellaceae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Oceanospirillales|f__Halomonadaceae|g__Halomonas|s__Halomonas_stevensii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Oceanospirillales|f__Halomonadaceae|g__Halomonas|s__Halomonas_stevensii|t__GCF_000275725 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_dagmatis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_dagmatis|t__GCF_000163475 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_multocida k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pasteurellales|f__Pasteurellaceae|g__Pasteurella|s__Pasteurella_multocida|t__Pasteurella_multocida_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_beijerinckii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_beijerinckii|t__Acinetobacter_beijerinckii_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_radioresistens|t__GCF_000368885 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_soli k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_soli|t__Acinetobacter_soli_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_A162 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Acinetobacter|s__Acinetobacter_sp_CIP_A162|t__GCF_000367905 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_aquaticus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_aquaticus|t__GCF_000471625 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_arcticus k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_arcticus|t__GCF_000012305 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_cryohalolentis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_cryohalolentis|t__GCF_000013905 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_sp_1501_2011 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Moraxellaceae|g__Psychrobacter|s__Psychrobacter_sp_1501_2011|t__GCF_000213615 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Cellvibrio k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Cellvibrio|s__Cellvibrio_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_alcaliphila k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_alcaliphila|t__GCF_000319815 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fluorescens|t__GCF_000263675 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fragi|t__GCF_000250615 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fuscovaginae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_fuscovaginae|t__Pseudomonas_fuscovaginae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_gingeri k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_gingeri|t__GCF_000280765 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_luteola k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_luteola|t__GCF_000282775 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_monteilii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_monteilii|t__GCF_000262005 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_poae k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_poae|t__GCF_000336465 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_protegens 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_synxantha|t__GCF_000263715 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_syringae_group_genomosp_3 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_syringae_group_genomosp_3|t__Pseudomonas_syringae_group_genomosp_3_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_syringae|t__Pseudomonas_syringae_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_taiwanensis k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_taiwanensis|t__GCF_000500605 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_veronii k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_veronii|t__GCF_000350565 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_viridiflava k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas_viridiflava|t__GCF_000307715 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae|g__Hydrocarboniphaga k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae|g__Hydrocarboniphaga|s__Hydrocarboniphaga_effusa k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Sinobacteraceae|g__Hydrocarboniphaga|s__Hydrocarboniphaga_effusa|t__GCF_000271305 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Rhodanobacter k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Rhodanobacter|s__Rhodanobacter_unclassified k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonadaceae_noname k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonadaceae_noname|s__Pseudomonas_geniculata k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonadaceae_noname|s__Pseudomonas_geniculata|t__GCF_000258575 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonas k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonas|s__Xanthomonas_citri 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k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillus|s__Aspergillus_niger k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Eurotiales|f__Aspergillaceae|g__Aspergillus|s__Aspergillus_niger|t__GCA_000002855 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Arthroderma k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Arthrodermataceae_unclassified k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Arthroderma|s__Arthroderma_benhamiae k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Arthroderma|s__Arthroderma_benhamiae|t__GCA_000151125 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Trichophyton k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Trichophyton|s__Trichophyton_verrucosum k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Arthrodermataceae|g__Trichophyton|s__Trichophyton_verrucosum|t__GCA_000151505 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Coccidioides k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Coccidioides|s__Coccidioides_immitis k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Coccidioides|s__Coccidioides_immitis|t__GCA_000149335 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Coccidioides|s__Coccidioides_posadasii k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Coccidioides|s__Coccidioides_posadasii|t__GCA_000151335 k__Eukaryota|p__Ascomycota|c__Eurotiomycetes|o__Onygenales|f__Onygenales_noname|g__Onygenales_noname_unclassified k__Eukaryota|p__Ascomycota|c__Leotiomycetes k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales|f__Sclerotiniaceae k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales|f__Sclerotiniaceae|g__Botryotinia k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales|f__Sclerotiniaceae|g__Botryotinia|s__Botryotinia_fuckeliana k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales|f__Sclerotiniaceae|g__Botryotinia|s__Botryotinia_fuckeliana|t__GCA_000143535 k__Eukaryota|p__Ascomycota|c__Leotiomycetes|o__Helotiales|f__Sclerotiniaceae|g__Sclerotiniaceae_unclassified k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Debaryomyces|s__Debaryomyces_hansenii|t__GCA_000006445 k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Lodderomyces k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Lodderomyces|s__Lodderomyces_elongisporus k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Lodderomyces|s__Lodderomyces_elongisporus|t__GCA_000149685 k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Meyerozyma k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Meyerozyma|s__Meyerozyma_guilliermondii k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Debaryomycetaceae|g__Meyerozyma|s__Meyerozyma_guilliermondii|t__GCA_000149425 k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Dipodascaceae 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k__Eukaryota|p__Ascomycota|c__Saccharomycetes|o__Saccharomycetales|f__Saccharomycetaceae|g__Eremothecium|s__Eremothecium_unclassified k__Eukaryota|p__Ascomycota|c__Sordariomycetes k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Hypocreales k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Hypocreales|f__Nectriaceae k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Hypocreales|f__Nectriaceae|g__Fusarium k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Hypocreales|f__Nectriaceae|g__Fusarium|s__Fusarium_unclassified k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Sordariales k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Sordariales|f__Chaetomiaceae k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Sordariales|f__Chaetomiaceae|g__Chaetomium k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Sordariales|f__Chaetomiaceae|g__Chaetomium|s__Chaetomium_globosum k__Eukaryota|p__Ascomycota|c__Sordariomycetes|o__Sordariales|f__Chaetomiaceae|g__Chaetomium|s__Chaetomium_globosum|t__GCA_000143365 k__Eukaryota|p__Basidiomycota|c__Tremellomycetes k__Eukaryota|p__Basidiomycota|c__Tremellomycetes|o__Tremellales k__Eukaryota|p__Basidiomycota|c__Tremellomycetes|o__Tremellales|f__Tremellaceae k__Eukaryota|p__Basidiomycota|c__Tremellomycetes|o__Tremellales|f__Tremellaceae|g__Filobasidiella k__Eukaryota|p__Basidiomycota|c__Tremellomycetes|o__Tremellales|f__Tremellaceae|g__Filobasidiella|s__Cryptococcus_neoformans k__Eukaryota|p__Basidiomycota|c__Tremellomycetes|o__Tremellales|f__Tremellaceae|g__Filobasidiella|s__Cryptococcus_neoformans|t__Cryptococcus_neoformans_unclassified k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes|o__Ustilaginales k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes|o__Ustilaginales|f__Ustilaginaceae k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes|o__Ustilaginales|f__Ustilaginaceae|g__Ustilago k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes|o__Ustilaginales|f__Ustilaginaceae|g__Ustilago|s__Ustilago_maydis k__Eukaryota|p__Basidiomycota|c__Ustilaginomycetes|o__Ustilaginales|f__Ustilaginaceae|g__Ustilago|s__Ustilago_maydis|t__GCA_000328475 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Lachnospiraceae|g__Dorea|s__Dorea_formicigenerans|t__GCF_000169235 k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_cinaedi k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_cinaedi|t__Helicobacter_cinaedi_unclassified k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_fennelliae k__Bacteria|p__Proteobacteria|c__Epsilonproteobacteria|o__Campylobacterales|f__Helicobacteraceae|g__Helicobacter|s__Helicobacter_fennelliae|t__GCF_000509365 k__Archaea|p__Euryarchaeota|c__Thermococci k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae|g__Pyrococcus k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae|g__Pyrococcus|s__Pyrococcus_yayanosii k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae|g__Pyrococcus|s__Pyrococcus_yayanosii|t__GCF_000215995 k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae|g__Thermococcus k__Archaea|p__Euryarchaeota|c__Thermococci|o__Thermococcales|f__Thermococcaceae|g__Thermococcus|s__Thermococcus_unclassified k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Microlunatus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Microlunatus|s__Microlunatus_phosphovorus k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Actinomycetales|f__Propionibacteriaceae|g__Microlunatus|s__Microlunatus_phosphovorus|t__GCF_000270245 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_sp_oral_taxon_809 k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Coriobacteriales|f__Coriobacteriaceae|g__Olsenella|s__Olsenella_sp_oral_taxon_809|t__GCF_000233535 k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Bacteroidales|f__Bacteroidaceae|g__Bacteroides|s__Bacteroides_xylanisolvens|t__GCF_000273315 k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Thermales|f__Thermaceae|g__Meiothermus k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Thermales|f__Thermaceae|g__Meiothermus|s__Meiothermus_silvanus k__Bacteria|p__Deinococcus_Thermus|c__Deinococci|o__Thermales|f__Thermaceae|g__Meiothermus|s__Meiothermus_silvanus|t__GCF_000092125 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Alicyclobacillaceae|g__Alicyclobacillus|s__Alicyclobacillus_pohliae k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Alicyclobacillaceae|g__Alicyclobacillus|s__Alicyclobacillus_pohliae|t__GCF_000376225 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Paenibacillaceae|g__Brevibacillus|s__Brevibacillus_borstelensis k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Paenibacillaceae|g__Brevibacillus|s__Brevibacillus_borstelensis|t__GCF_000353565 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_antri k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_antri|t__GCF_000160835 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_farciminis|t__GCF_000184535 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_fermentum|t__GCF_000466785 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_phytofermentans k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_phytofermentans|t__GCF_000018685 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_MSTE9 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_sp_MSTE9|t__GCF_000277625 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_oral_taxon_836 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiales_Family_XI_Incertae_Sedis|g__Peptoniphilus|s__Peptoniphilus_sp_oral_taxon_836|t__GCF_000179335 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Eubacteriaceae|g__Eubacterium|s__Eubacterium_rectale|t__GCF_000209955 k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Rhizobiaceae|g__Shinella k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Rhizobiaceae|g__Shinella|s__Shinella_zoogloeoides k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Rhizobiaceae|g__Shinella|s__Shinella_zoogloeoides|t__GCF_000496935 k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Pseudoalteromonadaceae|g__Pseudoalteromonas k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Alteromonadales|f__Pseudoalteromonadaceae|g__Pseudoalteromonas|s__Pseudoalteromonas_haloplanktis 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k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonas|s__Xanthomonas_fuscans k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Xanthomonas|s__Xanthomonas_fuscans|t__Xanthomonas_fuscans_unclassified k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales|f__Mycoplasmataceae|g__Mycoplasma|s__Mycoplasma_bovis k__Bacteria|p__Tenericutes|c__Mollicutes|o__Mycoplasmatales|f__Mycoplasmataceae|g__Mycoplasma|s__Mycoplasma_bovis|t__Mycoplasma_bovis_unclassified k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Zunongwangia k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Zunongwangia|s__Zunongwangia_profunda k__Bacteria|p__Bacteroidetes|c__Flavobacteriia|o__Flavobacteriales|f__Flavobacteriaceae|g__Zunongwangia|s__Zunongwangia_profunda|t__GCF_000023465 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k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_sphaericus|t__Lysinibacillus_sphaericus_unclassified k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae|g__Methanobacterium|s__Methanobacterium_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_boronitolerans k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Bacillaceae|g__Lysinibacillus|s__Lysinibacillus_boronitolerans|t__GCF_000286375 k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus k__Bacteria|p__Firmicutes|c__Bacilli|o__Bacillales|f__Staphylococcaceae|g__Staphylococcus|s__Staphylococcus_vitulinus|t__GCF_000286335 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus|s__Bavariicoccus_seileri k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus|s__Bavariicoccus_seileri|t__GCF_000421665 k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae 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Candela_Africa H1 h1 stool n 43 female tanzania Illumina 25981789 dedauko nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd nd 1.17419 1.17419 1.17419 1.17419 1.17419 1.17419 0.92002 0.92002 0.25417 0.0 0.0 0.0 98.82581 0.0 0.0 0.0 0.0 0.0 0.02366 0.02366 0.00000 0.00000 0.00000 0.0 0.0 0.0000 0.0000 0.0 0.0 0.0 0.0 0.0 0.00000 0.00000 0.00000 0.00000 0.0 0.00000 0.00000 0.00000 0.0 0.0 0.0 0.0 0.0 0.0 0.00000 0.00000 0.00000 0.00000 0.0 0.0 0.00000 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0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1
Name: count, Length: 3610, dtype: int64
data["sequencing_technology"]
0 Illumina
1 Illumina
2 Illumina
3 Illumina
4 Illumina
...
3605 Illumina
3606 Illumina
3607 Illumina
3608 Illumina
3609 Illumina
Name: sequencing_technology, Length: 3610, dtype: object
data.sequencing_technology
0 Illumina
1 Illumina
2 Illumina
3 Illumina
4 Illumina
...
3605 Illumina
3606 Illumina
3607 Illumina
3608 Illumina
3609 Illumina
Name: sequencing_technology, Length: 3610, dtype: object
data["pubmedid"]
0 25981789
1 25981789
2 25981789
3 25981789
4 25981789
...
3605 25432777
3606 25432777
3607 25432777
3608 25432777
3609 25432777
Name: pubmedid, Length: 3610, dtype: object
data["pubmedid"].value_counts()
pubmedid 22699609 731 nd 545 25279917 291 24997787 252 22699609 250 23023125 242 23985870 218 25079328 190 23719380 145 24997787 130 23023125 121 20203603 110 25432777 108 23985870 60 25807110 58 23571589 53 25079328 42 25981789 38 25432777 26 Name: count, dtype: int64
data.pubmedid
0 25981789
1 25981789
2 25981789
3 25981789
4 25981789
...
3605 25432777
3606 25432777
3607 25432777
3608 25432777
3609 25432777
Name: pubmedid, Length: 3610, dtype: object
pubmedid = pd.DataFrame({
'TechnologyName': ["25981789"],
'Throughput': [1000],
'Accuracy': [0.95]
})
sorted_pubmedid = pubmedid.sort_values(by='Throughput', ascending=False)
print(sorted_pubmedid)
TechnologyName Throughput Accuracy 0 25981789 1000 0.95
data["pubmedid"] = data["pubmedid"].astype(str)
data.sort_values(by="pubmedid", inplace=True)
data.sort_values(by="pubmedid")
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1842 | metahit | MH0050 | mh0050 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1841 | metahit | MH0049 | mh0049 | stool | n | 44 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1818 | metahit | MH0024 | mh0024 | stool | n | 59 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1819 | metahit | MH0025 | mh0025 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 2358 | Psoriasis_2014 | Steph_b2_64 | 19 | gomito_dx | y | 32 | male | italy | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2357 | Psoriasis_2014 | Steph_b2_63 | 19 | gomito_sx | y | 32 | male | italy | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2356 | Psoriasis_2014 | Steph_b2_62 | 19 | solco_retroauricolare_dx | n | 32 | male | italy | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2362 | Psoriasis_2014 | Steph_b2_68 | 20 | gomito_dx | y | 49 | male | italy | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | G46978 | 10151 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
Method Chaining in Pandas¶
data["pubmedid"]
1866 20203603
1895 20203603
1894 20203603
1893 20203603
1892 20203603
...
622 nd
621 nd
620 nd
626 nd
581 nd
Name: pubmedid, Length: 3610, dtype: object
data["pubmedid"].value_counts()
pubmedid 22699609 981 nd 545 24997787 382 23023125 363 25279917 291 23985870 278 25079328 232 23719380 145 25432777 134 20203603 110 25807110 58 23571589 53 25981789 38 Name: count, dtype: int64
data["pubmedid"].value_counts().sort_index()
pubmedid 20203603 110 22699609 981 23023125 363 23571589 53 23719380 145 23985870 278 24997787 382 25079328 232 25279917 291 25432777 134 25807110 58 25981789 38 nd 545 Name: count, dtype: int64
data["pubmedid"].sort_index()
0 25981789
1 25981789
2 25981789
3 25981789
4 25981789
...
3605 25432777
3606 25432777
3607 25432777
3608 25432777
3609 25432777
Name: pubmedid, Length: 3610, dtype: object
data["pubmedid"].sort_index().value_counts()
pubmedid 22699609 981 nd 545 24997787 382 23023125 363 25279917 291 23985870 278 25079328 232 23719380 145 25432777 134 20203603 110 25807110 58 23571589 53 25981789 38 Name: count, dtype: int64
data["pubmedid"].value_counts().sort_index().plot.bar()
<Axes: xlabel='pubmedid'>
loc[ ] and iloc [ ]¶
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | V1_CD_11 | v1_cd_11 | stool | n | 62 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | G51224 | 12311 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | G51223 | 12271 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | G51222 | 12221 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | G51228 | 12351 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | G46978 | 10151 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
data.iloc[4]
dataset_name metahit
sampleID O2_UC_24
subjectID o2_uc_24
bodysite stool
disease ibd_ulcerative_colitis
...
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis 0.0
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 0.0
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 0.0
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 0.0
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 0.0
Name: 1892, Length: 3513, dtype: object
data.iloc[:5]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | V1_CD_11 | v1_cd_11 | stool | n | 62 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3513 columns
#[start:stop:step]
data.iloc[1:10]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | V1_CD_11 | v1_cd_11 | stool | n | 62 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1891 | metahit | O2_UC_23 | o2_uc_23 | stool | ibd_ulcerative_colitis | 44 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1890 | metahit | O2_UC_22 | o2_uc_22 | stool | ibd_ulcerative_colitis | 44 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | O2_UC_21 | o2_uc_21 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1888 | metahit | O2_UC_20 | o2_uc_20 | stool | ibd_ulcerative_colitis | 51 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1887 | metahit | O2_UC_1 | o2_uc_1 | stool | ibd_ulcerative_colitis | 37 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
9 rows × 3513 columns
data.iloc[1:10:2]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1891 | metahit | O2_UC_23 | o2_uc_23 | stool | ibd_ulcerative_colitis | 44 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | O2_UC_21 | o2_uc_21 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1887 | metahit | O2_UC_1 | o2_uc_1 | stool | ibd_ulcerative_colitis | 37 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3513 columns
data.iloc[1:10:3]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | O2_UC_21 | o2_uc_21 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3 rows × 3513 columns
data.iloc[1:]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | V1_CD_11 | v1_cd_11 | stool | n | 62 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1891 | metahit | O2_UC_23 | o2_uc_23 | stool | ibd_ulcerative_colitis | 44 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | G51224 | 12311 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | G51223 | 12271 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | G51222 | 12221 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | G51228 | 12351 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | G46978 | 10151 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3609 rows × 3513 columns
data.iloc[-10:]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 550 | doyle_bt2 | G46934 | 10581 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 627 | doyle_bt2 | G51229 | 12351 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 625 | doyle_bt2 | G51227 | 12321 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 624 | doyle_bt2 | G51226 | 12511 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 623 | doyle_bt2 | G51225 | 12431 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 622 | doyle_bt2 | G51224 | 12311 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | G51223 | 12271 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | G51222 | 12221 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | G51228 | 12351 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | G46978 | 10151 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
10 rows × 3513 columns
#[start:stop:step]
data.iloc[:,2:6]
| subjectID | bodysite | disease | age | |
|---|---|---|---|---|
| 1866 | mh0074 | stool | n | 49 |
| 1895 | v1_cd_12 | stool | ibd_crohn_disease | 41 |
| 1894 | v1_cd_11 | stool | n | 62 |
| 1893 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 |
| 1892 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 |
| ... | ... | ... | ... | ... |
| 622 | 12311 | nd | nd | nd |
| 621 | 12271 | nd | nd | nd |
| 620 | 12221 | nd | nd | nd |
| 626 | 12351 | nd | nd | nd |
| 581 | 10151 | nd | nd | nd |
3610 rows × 4 columns
data.iloc[3:10,5:-2]
| age | gender | country | sequencing_technology | pubmedid | camp | paired_end_insert_size | read_length | total_reads | matched_reads | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Bavariicoccus|s__Bavariicoccus_seileri|t__GCF_000421665 | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1893 | 57 | female | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | 55 | female | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1891 | 44 | female | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1890 | 44 | male | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | 49 | female | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1888 | 51 | female | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1887 | 37 | male | spain | Illumina | 20203603 | nd | nd | nd | nd | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
7 rows × 3506 columns
data.iloc[:1000]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | V1_CD_12 | v1_cd_12 | stool | ibd_crohn_disease | 41 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | V1_CD_11 | v1_cd_11 | stool | n | 62 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | O2_UC_4 | o2_uc_4 | stool | ibd_ulcerative_colitis | 57 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | O2_UC_24 | o2_uc_24 | stool | ibd_ulcerative_colitis | 55 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 1512 | hmp | SRS064774 | 764062976 | tongue_dorsum | n | nd | female | usa | Illumina | 22699609 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1511 | hmp | SRS064704 | 809635352 | posterior_fornix | n | nd | female | usa | Illumina | 22699609 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1510 | hmp | SRS064645 | 686765762 | stool | n | nd | male | usa | Illumina | 22699609 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1509 | hmp | SRS064557 | 764042746 | stool | n | nd | female | usa | Illumina | 22699609 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1519 | hmp | SRS065310 | 764042746 | supragingival_plaque | n | nd | female | usa | Illumina | 22699609 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
1000 rows × 3513 columns
data.loc[:1000, "subjectID"]
1866 mh0074
1895 v1_cd_12
1894 v1_cd_11
1893 o2_uc_4
1892 o2_uc_24
...
996 159632143
997 159632143
998 159672603
999 159753524
1000 159753524
Name: subjectID, Length: 544, dtype: object
data.loc[:100,["subjectID", "sampleID", "country"]]
| subjectID | sampleID | country | |
|---|---|---|---|
| 1866 | mh0074 | MH0074 | denmark |
| 1895 | v1_cd_12 | V1_CD_12 | spain |
| 1894 | v1_cd_11 | V1_CD_11 | spain |
| 1893 | o2_uc_4 | O2_UC_4 | spain |
| 1892 | o2_uc_24 | O2_UC_24 | spain |
| ... | ... | ... | ... |
| 104 | mh0082 | MH0082 | denmark |
| 103 | mh0081 | MH0081 | denmark |
| 102 | mh0080 | MH0080 | denmark |
| 101 | mh0079 | MH0079 | denmark |
| 100 | mh0078 | MH0078 | denmark |
1808 rows × 3 columns
data.loc[100,"sampleID"]
'MH0078'
# Change/ update a value in a dataframe
data.loc[100,"sampleID"]=3.83
data.loc[100,"sampleID"]
3.83
Filter with conditional logic using loc [ ]¶
for i in data [["subjectID", "sampleID", "country","pubmedid","age","bodysite","subjectID","sampleID"]]:
print(i.upper())
print(data[i].unique())
print()
SUBJECTID ['mh0074' 'v1_cd_12' 'v1_cd_11' ... 12021 10581 10151] SAMPLEID ['MH0074' 'V1_CD_12' 'V1_CD_11' ... 'G51222' 'G51228' 'G46978'] COUNTRY ['denmark' 'spain' 'usa' 'nd' 'china' ' -' 'germany' 'sweden' 'france' 'yugoslavia' 'norway' 'hungary' 'estonia' 'finland' 'iceland' 'slovakia' 'peru' 'italy' 'tanzania'] PUBMEDID ['20203603' '22699609' '23023125' '23571589' '23719380' '23985870' '24997787' '25079328' '25279917' '25432777' '25807110' '25981789' 'nd'] AGE ['49' '41' '62' '57' '55' '44' '51' '37' '42' '48' '56' '47' '31' '68' '43' '34' '59' '64' '54' '25' '69' '0' '32' '22' '19' '38' '53' '45' '36' '46' '18' '63' '67' '58' 'nd' '61' '60' '52' '50' '35' '27' '29' '21' '39' '28' '40' '26' ' -' '70' '74' '75' '79' '65' '71' '30' '72' '81' '13' '80' '33' '23' '14' '24' '73' '66' '83' '86' '71.1' '70.07' '70.02' '69.27' '69.48' '70.01' '69.89' '70.15' '70.05' '69.49' '69.79' '69.53' '70.24' '70.34' '68.98' '69.42' '70.7' '69.92' '69.7' '71.65' '71.63' '69.15' '71.26' '71.84' '71.53' '69.74' '71.44' '71.25' '70.47' '71.4' '71.45' '69.67' '70.33' '71.17' '70.06' '70.21' '70.85' '70.25' '71.12' '70.16' '70.57' '70.46' '70.91' '70.56' '70.67' '69.32' '70.96' '69.54' '70.27' '69.78' '69.91' '69.18' '69.03' '69.43' '69.87' '69.36' '70.43' '70.03' '69.98' '70.31' '71.28' '69.41' '71.71' '70.11' '71.01' '70.55' '71.11' '68.96' '70.42' '71.02' '70.97' '70.14' '70.39' '69.02' '70.72' '70.2' '71.24' '69.06' '71.16' '70.22' '69.47' '70.12' '71.21' '69.97' '71.36' '71.38' '70.9' '70.52' '71.31' '70.78' '70.59' '71.47' '70.68' '69.88' '71.03' '71.29' '70.86' '70.63' '70.71' '70.23' '70.08' '71.49' '71.39' '69.08' '71.57' '71.58' '71.04' '70.45' '70.19' '69.58' '70.35' '70.84' 'na' '20' 48 62 64 51 55 38 59 61 36 60 53 44 66 56 54 46 45 41 47 43 73 70 32 35 49 27 30 34 52 37 58 39 18 74 72 69 42 '78' '76' 29 71 50 40 33 57 63 25 31 26 23 '77' 65 78 84 79 85 68 '87' '89' '10' '5' '4' '3' '9' '2' '7' '6' '12' '1' '8' '16' '17' '15' 67] BODYSITE ['stool' 'tongue_dorsum' 'posterior_fornix' 'supragingival_plaque' 'buccal_mucosa' 'mid_vagina' 'vaginal_introitus' 'subgingival_plaque' 'throat' 'palatine_tonsils' 'saliva' 'anterior_nares' 'keratinized_gingiva' 'r_retroauricular_crease' 'l_retroauricular_crease' 'hard_palate' 'skin' 'gomito_sx' 'nd' 'gomito_dx' 'solco_retroauricolare_sx' 'solco_retroauricolare_dx' 'milk' 'infant_faeces' 'mother_faeces'] SUBJECTID ['mh0074' 'v1_cd_12' 'v1_cd_11' ... 12021 10581 10151] SAMPLEID ['MH0074' 'V1_CD_12' 'V1_CD_11' ... 'G51222' 'G51228' 'G46978']
print(data.columns)
Index(['dataset_name', 'sampleID', 'subjectID', 'bodysite', 'disease', 'age',
'gender', 'country', 'sequencing_technology', 'pubmedid',
...
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis',
'k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085',
'k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1',
'k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965'],
dtype='object', length=3513)
MH0074 = data["sampleID"] == "MH0074"
MH0074
1866 True
1895 False
1894 False
1893 False
1892 False
...
622 False
621 False
620 False
626 False
581 False
Name: sampleID, Length: 3610, dtype: bool
MH0074.value_counts()
sampleID False 3607 True 3 Name: count, dtype: int64
data.loc[MH0074]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 96 | Chatelier_gut_obesity | MH0074 | mh0074 | stool | leaness | nd | - | denmark | Illumina | 23985870 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1976 | Neilsen_genome_assembly | MH0074 | mh0074 | stool | n | 49 | female | denmark | Illumina | 24997787 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3 rows × 3513 columns
data.loc[data["sampleID"] == "G51222"]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 620 | doyle_bt2 | G51222 | 12221 | nd | nd | nd | nd | usa | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
1 rows × 3513 columns
data["sampleID"] = pd.to_numeric(data["sampleID"], errors="coerce").fillna(-1)
data["subjectID"] = pd.to_numeric(data["subjectID"], errors="coerce").fillna(-1)
result = data.loc[data["sampleID"] > data["subjectID"]]
result
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100 | Chatelier_gut_obesity | 3.83 | -1.0 | stool | obesity | nd | - | denmark | Illumina | 23985870 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
1 rows × 3513 columns
data.loc[data["sampleID"] >data["subjectID"],"dataset_name"]
100 Chatelier_gut_obesity Name: dataset_name, dtype: object
data.loc[(data["pubmedid"] == "20203603") & (data["age"] == "49")]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1873 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1900 | metahit | -1.0 | -1.0 | stool | n | 49 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1869 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1834 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1827 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1820 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1819 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1842 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1844 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1815 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1862 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1870 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1854 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1846 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1845 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1817 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
18 rows × 3513 columns
# Both statement need to evaluate to true
data.loc[(data["pubmedid"] == "20203603") & (data["age"] == "49")].sort_values(by= "gender", ascending=False)
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1842 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1900 | metahit | -1.0 | -1.0 | stool | n | 49 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1846 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1834 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1827 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1862 | metahit | -1.0 | -1.0 | stool | n | 49 | male | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1815 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1845 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1854 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1870 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1866 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1844 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1819 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1820 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1869 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1873 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1817 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
18 rows × 3513 columns
rpg = data["age"] == "49"
data.loc[20203603 & rpg]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1889 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | 49 | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1873 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1900 | metahit | -1.0 | -1.0 | stool | n | 49 | male | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1869 | metahit | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 2042 | Neilsen_genome_assembly | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 24997787 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2044 | Neilsen_genome_assembly | -1.0 | -1.0 | stool | n | 49 | female | denmark | Illumina | 24997787 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2590 | Quin_gut_liver_cirrhosis | -1.0 | -1.0 | stool | cirrhosis | 49 | female | china | Illumina | 25079328 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3583 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | 49 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3564 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | 49 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
62 rows × 3513 columns
mask = data["age"] == "49"
filtered_data = data[mask]
filtered_data = data[data["age"] == "49"]
data["age"] = "49"
condition = data["age"].isin(["49", "57"])
filtered_data = data[condition]
data.loc[condition, "age"] = "NewValue"
# isin()
top_3_country = data.country.isin(["denmark", "france","spain"])
data.loc[top_3_country]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NewValue | female | denmark | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NewValue | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NewValue | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NewValue | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NewValue | female | spain | Illumina | 20203603 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3536 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3521 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3561 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
907 rows × 3513 columns
data["pubmedid"] = pd.to_numeric(data["pubmedid"], errors="coerce")
countr_2M = data[(data["country"].isin(["spain", "denmark", "france"])) & (data["pubmedid"] >= 2)]
country = data.country.isin(["denmark", "spain", "france"])
country_2M = data["pubmedid"] >= 2
data.loc[country & top_3_country & country_2M]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NewValue | female | denmark | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NewValue | female | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NewValue | female | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NewValue | female | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NewValue | female | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3536 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3521 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | male | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3561 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | female | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NewValue | male | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
907 rows × 3513 columns
data.loc[-data["country"].isin(["denmark", "spain", "france"])]
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 841 | hmp | -1.0 | 763435843.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 916 | hmp | -1.0 | 764143897.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 915 | hmp | -1.0 | 763759525.0 | stool | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 914 | hmp | -1.0 | 763759525.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 913 | hmp | -1.0 | 763759525.0 | posterior_fornix | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2703 rows × 3513 columns
Most Useful Methods for Data Analysis¶
# query()
data.query("sampleID < subjectID")
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 841 | hmp | -1.0 | 763435843.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 916 | hmp | -1.0 | 764143897.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 915 | hmp | -1.0 | 763759525.0 | stool | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 914 | hmp | -1.0 | 763759525.0 | tongue_dorsum | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 913 | hmp | -1.0 | 763759525.0 | posterior_fornix | n | NaN | NaN | usa | Illumina | 22699609.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
1509 rows × 3513 columns
data.query("country == 'france' and age > 49")
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 |
|---|
0 rows × 3513 columns
france = data.query("country == 'france'")
france
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3343 | WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3484 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3483 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3482 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3481 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3536 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3521 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3561 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3513 columns
# unique() and nunique()
data.country.unique()
array(['denmark', 'spain', 'usa', 'nd', 'china', ' -', 'germany',
'sweden', 'france', 'yugoslavia', 'norway', 'hungary', 'estonia',
'finland', 'iceland', 'slovakia', 'peru', 'italy', 'tanzania'],
dtype=object)
data.country.nunique()
19
data.nunique()
dataset_name 18
sampleID 2
subjectID 322
bodysite 25
disease 20
...
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis 2
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 2
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 2
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 2
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 2
Length: 3513, dtype: int64
data["pubmedid"].nunique()
12
for i in data.select_dtypes("object"):
print(data[i].unique())
['metahit' 'hmp' 'hmpii' 't2dmeta_long' 't2dmeta_short' 'Loman2013_EcoliOutbreak_DNA_HiSeq' 'Loman2013_EcoliOutbreak_DNA_MiSeq' 'WT2D' 'Chatelier_gut_obesity' 'Neilsen_genome_assembly' 'Quin_gut_liver_cirrhosis' 'Segre_Human_Skin' 'Zeller_fecal_colorectal_cancer' 'Tito_subsistence_gut' 'Candela_Africa' 'Psoriasis_2014' 'doyle_bt2' 'VerticalTransmissionPilot'] ['stool' 'tongue_dorsum' 'posterior_fornix' 'supragingival_plaque' 'buccal_mucosa' 'mid_vagina' 'vaginal_introitus' 'subgingival_plaque' 'throat' 'palatine_tonsils' 'saliva' 'anterior_nares' 'keratinized_gingiva' 'r_retroauricular_crease' 'l_retroauricular_crease' 'hard_palate' 'skin' 'gomito_sx' 'nd' 'gomito_dx' 'solco_retroauricolare_sx' 'solco_retroauricolare_dx' 'milk' 'infant_faeces' 'mother_faeces'] ['n' 'ibd_crohn_disease' 'ibd_ulcerative_colitis' ' -' 't2d' 'stec2-positive' 'impaired_glucose_tolerance' 'obesity' 'leaness' 'n_relative' 'cirrhosis' 'small_adenoma' 'cancer' 'large_adenoma' 'overweight' 'obese' '-' 'underweight' 'y' 'nd'] ['denmark' 'spain' 'usa' 'nd' 'china' ' -' 'germany' 'sweden' 'france' 'yugoslavia' 'norway' 'hungary' 'estonia' 'finland' 'iceland' 'slovakia' 'peru' 'italy' 'tanzania'] ['Illumina'] ['nd' 'bologna' 'dedauko' 'sengele'] ['nd' '350' '358' '352' '397' '387' '346' '359' '351' '356' '360' '341' '331' '349' '321' '325' '339' '348' '361' '357' '336' '329' '344' '338' '347' '335' '353' '342' '355' '345' '328' '327' '332' '137/388' '137/363' '152/430' '145/366' '135/369' '147/429' '144/420' '147/435' '142/375' '144/357' '134/362' '142/367' '136/370' '145/369' '140/379' '135/368' '141/371' '137/412' '139/373' '136/382' '337' '343' '354' '146/432' '136/379' '142/394' '140/365' '134/359' '128/365' '140/376' '135/360' '146/373' '135/377' '134/409' '133/378' '333' '137/401' '141/367' '142/354' '138/368' '156/398' '146/356' '124/353' '134/354' '148/375' '136/381' '131/374' '134/378' '146/368' '233' '139/370' '143/357' '141/390' '137/416' '142/370' '147/373' '143/374' '141/339' '143/349' '136/378' '140/372' '130/380' '139/383' '148/377' '143/366' '141/364' '136/373' '144/370' '144/372' '145/377' '142/368' '138/355' '141/416' '340' '134/343'] ['nd' '90' '75' '44/75'] ['nd' '88973624' '103705384' '89250392' '73553162' '97854620' '77164104' '92940546' '117873014' '92747932' '75873186' '100321828' '92188930' '117066734' '107338874' '104778334' '100315068' '117735108' '86385716' '89611704' '72051324' '88723696' '107825622' '87272504' '94435574' '76108014' '107367954' '93420656' '115683988' '93178044' '95313804' '95332652' '75367948' '102848186' '103827288' '90882994' '76670250' '56533614' '55141002' '58240556' '52914788' '60425092' '71831300' '70427028' '70759866' '67012594' '67997802' '70338286' '66595596' '57592966' '62261122' '64804260' '58869090' '67588262' '59204228' '59979754' '61160430' '59978710' '59394708' '59954722' '63363190' '59291100' '59372568' '62436508' '55119888' '61669500' '60898546' '55011540' '61291372' '58109206' '55503418' '60358690' '56779510' '52676404' '61219810' '55066474' '61923532' '99289284' '61157996' '59466402' '66357610' '59658146' '69823068' '74372028' '76565854' '67762098' '73808044' '74388704' '67283592' '71018904' '76050120' '83663740' '88854390' '95619960' '93076782' '96817078' '106852124' '64217132' '54546370' '61901204' '65331138' '59688950' '58429724' '59409144' '58836624' '56395546' '66564212' '68547286' '61347790' '59646896' '63093720' '55584816' '58559028' '59111322' '61639412' '69993022' '66181294' '66887276' '65626772' '63102046' '63513832' '75586080' '88148550' '46234872' '47913662' '69711626' '43864016' '44483444' '36112910' '44573964' '49276126' '44727782' '36512292' '44444004' '41109952' '41014368' '49812516' '43046732' '49134840' '45957518' '47108026' '47228584' '47063604' '62462910' '55336872' '58781294' '63915880' '63207452' '55430592' '49432344' '46028996' '53561048' '48342310' '47850158' '46584102' '27414950' '26012006' '49649746' '30642366' '47902174' '83848974' '42258418' '28572586' '51598890' '55147450' '37481422' '55597758' '54906872' '26254116' '45794576' '55512226' '54391486' '186050798' '58492736' '58446132' '161145974' '46564054' '71564400' '50381662' '56295656' '43280824' '50094084' '37399690' '25954644' '47789610' '26967604' '26929148' '35794106' '49429392' '44861872' '44993368' '49336750' '44369418' '44247598' '42715114' '45459094' '42030812' '47700842' '49255994' '43406328' '58782054' '30653092' '55253594' '101560248' '85828048' '88583124' '79482320' '82395456' '79036038' '92673880' '91294522' '92421696' '99861330' '64860322' '64825116' '89069102' '91767488' '84668092' '88543770' '91695516' '80011728' '77472300' '88681082' '90135120' '89840238' '68315370' '80140744' '87625872' '80453800' '94429580' '85952788' '93457578' '96057212' '84908988' '81239906' '93478090' '87068936' '80848150' '92775624' '106319324' '98884974' '98666990' '87603926' '104533724' '66082082' '65783028' '65205682' '81706032' '63784510' '77929132' '63505154' '58830590' '58483976' '71308972' '102315606' '59039162' '75593728' '57085690' '66517084' '95130010' '88114284' '80721308' '98098766' '96794646' '96413258' '90292896' '98897552' '98712780' '92037010' '117074346' '97466924' '90147200' '91964818' '85941302' '99801936' '86737890' '89107084' '109244906' '98064204'] ['nd' '52432339' '65212399' '58839326' '44089240' '56843466' '49445375' '50892149' '84170799' '55062536' '44048200' '64298940' '57914571' '77400974' '49726108' '71804169' '66108121' '77709043' '56559431' '57105029' '46588501' '54470599' '71487929' '53471468' '59977572' '44413592' '59357170' '51631056' '76245014' '57148029' '49982378' '51721476' '44882489' '64127856' '65064475' '54484742' '42593480' '37590772' '33748128' '39156750' '33345239' '35449545' '51547549' '46515712' '44007575' '42785899' '34420391' '44283514' '36722581' '38879451' '41547960' '43986716' '27958806' '45242994' '39406098' '33353629' '33365790' '35775667' '35958087' '33509448' '40159479' '30647501' '33184980' '39213229' '35062338' '43562678' '30068196' '32312099' '41674669' '37733823' '30986368' '36729432' '26641788' '33604537' '38532869' '32252547' '38429502' '55890959' '33230044' '36357417' '38982359' '38136732' '34274419' '51205937' '50708060' '47648901' '51623325' '55122506' '41610581' '30738070' '47209171' '54301752' '56327283' '58520427' '49165231' '56806507' '71858868' '40992850' '33927581' '40061053' '32692022' '37062082' '29193199' '32562341' '29799052' '34018647' '41344400' '48878791' '29385959' '32722943' '38671734' '37146994' '36773299' '34668973' '41181077' '47452117' '36500770' '39108531' '38039657' '38851157' '32960034' '49834758' '59137011' '26698327' '29953272' '37744542' '30740858' '29921009' '21013732' '25901730' '30777404' '28747521' '22534140' '28436493' '24793213' '25152129' '30728060' '24947987' '20866306' '27080758' '28590673' '30887479' '30077861' '40701355' '30918814' '38113339' '35612836' '45334212' '36197604' '33196196' '30321935' '32034853' '31632240' '30898703' '30041718' '16300813' '16202446' '30428969' '20595823' '31214554' '53616239' '27105569' '16989834' '29166431' '32647916' '22774128' '31537806' '31221414' '17500129' '31549175' '29428703' '37727519' '122587818' '34218208' '34215593' '112203684' '28295708' '46371198' '31800850' '36760744' '25774779' '28885674' '20377498' '15610387' '29652469' '15801670' '14251095' '20444601' '33427397' '29481746' '27637761' '30568749' '29385709' '26951462' '26393304' '24842010' '23788617' '29878062' '31343379' '23888156' '37304900' '20662163' '34279893' '60044211' '57784005' '54276809' '47957299' '52994193' '52363942' '63932024' '59975144' '51850506' '54496803' '40201548' '35019882' '53033356' '60772235' '41710612' '56659201' '57182866' '39722236' '46329169' '46155324' '58798961' '58195818' '44848705' '43431617' '56652040' '44452953' '58829645' '52527315' '46993970' '61035324' '51986995' '53861434' '59373727' '55134025' '48534087' '55548888' '69119952' '59452178' '51919111' '60142020' '73942853' '44307304' '44544721' '42128879' '51611411' '36769988' '43165516' '39057853' '31199814' '27210363' '39163930' '64251915' '35722715' '44565107' '30112376' '33660719' '57825995' '58735223' '40894387' '68842439' '60136911' '53965795' '57107867' '61196766' '70431783' '55853903' '75411313' '61126473' '50269176' '55983812' '54651461' '67760550' '55281686' '51106127' '61234890' '56731302'] ['nd' '45828198' '56615141' '50196282' '37333987' '49967494' '43092102' '44419492' '72378244' '48283984' '37926925' '55224425' '50182788' '67091404' '43383936' '62030110' '56518270' '66041458' '48685931' '49614895' '41138218' '47038583' '62229076' '46488161' '51652635' '38923022' '56974304' '46365044' '66947488' '49397275' '42748794' '45292210' '39018017' '56169607' '56683463' '46614045' '36997720' '31776855' '29408789' '33478568' '28824598' '31065774' '44433088' '40568364' '38619056' '36315879' '30591055' '39085611' '31896071' '33318870' '36009344' '38033139' '24479092' '39683471' '33018712' '29403879' '28857168' '31114293' '30662961' '29534229' '35004961' '26250624' '28920359' '33602170' '30122540' '37228649' '26403412' '27869931' '34767111' '32187942' '27761464' '32009122' '23603534' '28517414' '32527445' '27599188' '32964423' '48370376' '28406424' '31202456' '33807620' '32585873' '29964704' '44003948' '44314037' '40471077' '43800394' '47834985' '36395107' '27697659' '41250736' '46843592' '48876356' '50660935' '42408962' '49228807' '61536401' '34868818' '28980479' '34104792' '28492589' '30309536' '25119065' '27327380' '25444928' '28631502' '35582290' '41857320' '25237179' '27863213' '33594819' '30957765' '31694553' '30135015' '36070657' '39677045' '31035302' '33799423' '33119412' '33386519' '29055598' '42835026' '51183487' '23136364' '26283084' '31726688' '26264696' '25541804' '18185581' '23035540' '25588362' '24835463' '19457596' '24365536' '21703868' '21621641' '26323558' '21922272' '17758318' '23917992' '25254301' '26427789' '26224098' '34537334' '27013536' '32250509' '30411583' '38588817' '31549556' '28376454' '26450519' '27660655' '27755895' '26702800' '26139531' '14778034' '14199918' '26688087' '17891795' '26657777' '45750047' '23737989' '14967821' '25196192' '27897938' '19798789' '27492739' '26253935' '15200802' '27244684' '25972786' '32595745' '108713556' '30484116' '30507066' '99218724' '23974143' '41149892' '27582905' '31885101' '23003355' '24590249' '17527947' '13460391' '26061924' '13712108' '13112580' '17849246' '28396629' '25209434' '23644368' '26078891' '24909166' '23457656' '22535712' '21657959' '20409065' '25738280' '27187057' '20446948' '32789014' '18015665' '29885812' '53352009' '49770144' '48357710' '42459761' '47160739' '45559355' '55631128' '53343808' '46882165' '48527502' '35382737' '31219087' '45880739' '53195354' '36217315' '49493067' '48969354' '35156706' '40243008' '41122863' '52006670' '51048153' '37965126' '38621442' '49351927' '38982136' '51393026' '46432787' '42084716' '53180351' '45692619' '46050821' '51354369' '47417929' '42727633' '48556603' '60159437' '52266255' '45895949' '52542721' '63815750' '37059631' '37220382' '37321086' '44550801' '31739015' '36792867' '33644540' '26885315' '23233239' '34152854' '56459110' '30599678' '38347897' '26451023' '29922557' '51188317' '50556354' '35677742' '60593602' '53050539' '47720074' '49276802' '53493790' '60964681' '48719728' '65226412' '52623395' '44947869' '49125640' '47527630' '58986707' '47843458' '44877981' '53728245' '50436861'] ['nd' '25858914' '33677737' '30056165' '22240355' '29871482' '25901324' '26079239' '42642251' '28421126' '22763406' '33085180' '28902310' '39877023' '26255363' '36848225' '33376805' '39527642' '29326427' '29232133' '24634216' '27498780' '35966262' '27876765' '30964413' '22698869' '34725892' '27963226' '39377962' '29250353' '25459692' '26122680' '23134301' '34091648' '33803714' '27475846' '21844207' '19611626' '17754134' '20231098' '16858439' '18229402' '27548307' '25429666' '24319754' '23532564' '19072163' '24620972' '19935188' '19786427' '22145632' '23810277' '14920972' '23956285' '19824282' '17803461' '17580324' '18816415' '18542177' '17838164' '20814161' '15844275' '18084834' '20416084' '18288268' '22595983' '15906969' '17117725' '21138425' '19893865' '17420435' '19313751' '14827487' '17028678' '19334275' '17129209' '20225742' '29105764' '17155538' '18268238' '20221875' '19786723' '18570713' '26318280' '26951438' '24711525' '26882846' '27996106' '21583873' '16485594' '24482321' '27953759' '28477786' '30146048' '25306557' '29731250' '36637912' '21005346' '17749156' '20572995' '17485730' '17849886' '15092163' '16021203' '15238603' '16810551' '21522008' '25570915' '15511559' '16604228' '20143799' '18566021' '18881086' '18262980' '22342466' '23861206' '18287782' '20498832' '20357378' '20488520' '18035601' '25393462' '30248605' '13247207' '14818404' '16488426' '14645324' '14182524' '9870200' '13438793' '14520494' '13802542' '10862101' '13453294' '12456555' '12065976' '14696204' '12820867' '9798045' '13198644' '14504212' '14835164' '14689578' '20409531' '16284040' '19356091' '18600233' '22888932' '18592680' '15823476' '14607974' '14831508' '15781701' '15116643' '14442562' '7996506' '7740478' '15332182' '9744069' '14991142' '27187768' '13454696' '7969903' '14203329' '15576190' '10834493' '15519832' '14437793' '8271214' '15484015' '14532565' '18284879' '60517895' '16995232' '16749104' '54304562' '12972195' '24378103' '15003980' '17827599' '13396918' '13699043' '10132927' '7044202' '14305268' '7199178' '7066768' '10155513' '15940091' '14472362' '13636246' '14813855' '14029437' '13309573' '12820667' '12239365' '11819168' '14436374' '15362523' '12012475' '19627599' '9468158' '18205859' '32291953' '30240823' '28497441' '25748746' '28001602' '27033300' '33093196' '31718297' '27024859' '29287024' '20917883' '18983040' '27666765' '31712049' '21882262' '29110862' '29187442' '21546674' '23552028' '25310866' '30083018' '29579447' '23355893' '22660038' '30184176' '22969349' '30972033' '27515570' '26003392' '32267652' '27452882' '27755673' '30887349' '28258994' '25252429' '29211789' '35440543' '31165059' '27966048' '31798351' '38051361' '22252031' '22396003' '21597542' '26314485' '19040718' '22274764' '19893078' '16826033' '14376719' '20790349' '32933908' '18598718' '23290247' '16346730' '18432153' '31092055' '30694750' '21787882' '36117754' '31976663' '29108512' '29719005' '32496125' '35844301' '29423031' '39080308' '32203483' '27229218' '30096049' '28867144' '35513360' '28814733' '27369684' '32464153' '31141010'] ['nd' '677932' '361677' '411311' '309479' '803006' '519133' '847001' '459666' '844192' '787553' '474504' '559368' '561158' '818382' '637308' '650437' '496880' '648687' '813335' '439079' '430316' '604951' '832731' '565468' '749087' '91032' '900079' '688891' '775640' '768088' '782835' '820124' '908389' '856424' '532870' '845180' '529014' '724932' '634798' '664411' '499218' '651920' '738302' '745359' '663306' '885370' '872659' '832896' '420484' '754221' '652684' '539916' '554931' '490931' '865469' '606439' '718571' '390473' '788274' '589896' '738476' '878725' '790676' '831639' '397497' '657470' '807848' '445412' '719300' '893556' '783029' '945756' '431883' '392123' '780177' '676932' '714911' '678593' '465258' '316885' '537543' '786212' '453976' '864264' '730486' '664624' '420689' '690632' '706845' '784168' '655011' '824985' '855605' '812994' '758352' '574144' '409967' '680605' '645149' '656595' '282283' '743149' '657068' '586255' '616334' '594440' '642381' '738006' '685716' '609961' '404060' '537041' '829313' '745969' '721393' '673068' '814315' '744246' '761890' '692616' '396380' '800676' '652032' '829615' '749178' '454496' '473909' '611978' '813402' '492096' '620447' '544919' '376818' '732739' '760979' '795737' '479400' '781121' '744235' '687041' '539771' '744756' '757977' '866068' '603190' '468526' '214507' '669467' '535544' '353998' '477800' '759911' '750269' '606868' '517819' '456720' '832707' '666877' '668012' '705894' '609302' '645093' '730390' '605805' '468319' '784379' '654048' '609389' '362958' '857631' '568570' '936548' '781709' '812474' '1005488' '618161' '720183' '534870' '708225' '774428' '634375' '472197' '514847' '747599' '602258' '381783' '632708' '532104' '635862' '741160' '681887' '562581' '686313' '657937' '638746' '540575' '683991' '748062' '812910' '446522' '359302' '662985' '733950' '369402' '960863' '774761' '757689' '552520' '626302' '776419' '590280' '941430' '782892' '898930' '727885' '473754' '646340' '788797' '791267' '950204' '615282' '895258' '797465' '742431' '728209' '296494' '699664' '679848' '927088' '764087' '924184' '896073' '783465' '544288' '751813' '856817' '878314' '664306' '730064' '914471' '863816' '550335' '471079' '386740' '376727' '386505' '628426' '593181' '666494' '753819' '746661' '549651' '846754' '862107' '688377' '812345' '682195' '767167' '951871' '596729' '745077' '593859' '768000' '932416' '714081' '955673' '288975' '832427' '735920' '691006' '980722' '830476' '859132' '742392' '671352' '894145' '989525' '876380'] ['nd' '525299' '298009' '332697' '268453' '657376' '437859' '681657' '336527' '691070' '664511' '380585' '444211' '431511' '671587' '493549' '505588' '381917' '522523' '647954' '368619' '335388' '463100' '670516' '463945' '629273' '59147' '726126' '493957' '630729' '642896' '628958' '701899' '715020' '668146' '448844' '727745' '461276' '646595' '547427' '601717' '416578' '514407' '601988' '607516' '556799' '769701' '714830' '727700' '367402' '654071' '556303' '503407' '473971' '421454' '760179' '549457' '607357' '346712' '689330' '496300' '676337' '785647' '675475' '735048' '332813' '589340' '722009' '386034' '624537' '788515' '678673' '878816' '391033' '348371' '699675' '589888' '600303' '610003' '410999' '271339' '465289' '691869' '367954' '701264' '603147' '545845' '327804' '583473' '630774' '656672' '538422' '648976' '689402' '665594' '613065' '452625' '352914' '601896' '560728' '582097' '254215' '688346' '592524' '541868' '557476' '520521' '544978' '677863' '619337' '502474' '357595' '464121' '730280' '635131' '596422' '596744' '697133' '638435' '655704' '599909' '339385' '636690' '622602' '768462' '678888' '424584' '444871' '611978' '772559' '460938' '582567' '544919' '358285' '709318' '742948' '741880' '458982' '781121' '705885' '639306' '500163' '689903' '654150' '781139' '533037' '419245' '185219' '602429' '483865' '334204' '433735' '690089' '693092' '567062' '517819' '456720' '763578' '666877' '618930' '570851' '578870' '645093' '679682' '558694' '468319' '719907' '605877' '609389' '338477' '789225' '502582' '644049' '706129' '725264' '726453' '595769' '587431' '499739' '629964' '735143' '592958' '472197' '514847' '696505' '602258' '381783' '632708' '492202' '588785' '701543' '635182' '530584' '655670' '632514' '619733' '530882' '633390' '681578' '794254' '382578' '359302' '580891' '527028' '304339' '743489' '639241' '596738' '460528' '490541' '595195' '434991' '739388' '665847' '788701' '590920' '384186' '559973' '630560' '644605' '809928' '492972' '738860' '586582' '572616' '604420' '265137' '564183' '571710' '737426' '599966' '752462' '710633' '628059' '444562' '596905' '696299' '727533' '540718' '556426' '719250' '706895' '453544' '372971' '321867' '315764' '330022' '494823' '507626' '571667' '646347' '678146' '515876' '726901' '657987' '607116' '679447' '612710' '660926' '769603' '473976' '632111' '443101' '595602' '747153' '583753' '766061' '223138' '675839' '579315' '543164' '792013' '692158' '694327' '598588' '531150' '746228' '795144' '686401'] ['nd' '1235' '961' '934' '865' '1420' '1140' '1277' '1009' '1339' '1319' '1042' '1115' '1170' '1264' '1171' '1068' '1073' '1248' '1398' '1174' '1128' '1169' '1292' '1364' '524' '1378' '1229' '1207' '1282' '1159' '1305' '1374' '1340' '1086' '1452' '1167' '1348' '1019' '1003' '1187' '1280' '1101' '903' '1426' '1313' '1372' '1209' '1369' '1271' '1275' '1044' '1352' '1246' '1251' '1556' '1523' '1650' '1531' '1326' '1317' '1033' '1324' '1393' '1059' '1308' '1454' '1213' '1208' '1022' '1303' '1243' '1236' '970' '1041' '1351' '1164' '1214' '1037' '1223' '1212' '1219' '1290' '1464' '1347' '1286' '1096' '1287' '1158' '1333' '926' '1258' '1259' '1173' '1166' '1134' '1102' '1306' '1095' '969' '1195' '1322' '1316' '1227' '1331' '1439' '1401' '1268' '1410' '1035' '1470' '1519' '1387' '1056' '1074' '1283' '1048' '1403' '915' '1413' '1498' '1448' '1263' '1596' '1404' '1337' '1276' '1465' '1153' '1027' '712' '1392' '911' '1197' '1419' '1249' '1471' '1505' '1310' '1262' '1253' '1300' '1459' '1184' '1368' '1395' '1432' '1358' '1332' '1302' '1366' '1550' '1234' '1421' '1296' '1182' '1438' '1495' '1233' '955' '1388' '1559' '1554' '1178' '1265' '1321' '1242' '1221' '1315' '1370' '1521' '1461' '1353' '1250' '1350' '1476' '1481' '1021' '1114' '1430' '1336' '1434' '1381' '1344' '1045' '1196' '1148' '1288' '1480' '1408' '1087' '1359' '1391' '1245' '1346' '1239' '938' '1354' '1230' '1225' '1365' '1360' '1051' '1412' '1460' '1204' '1082' '972' '995' '1081' '1211' '1440' '1301' '1355' '1453' '1405' '1428' '1218' '1175' '1185' '1231' '789' '1137' '1429' '1206' '1466' '1417'] ['20.46' '20.2' '35.46' '28.53' '28.76' '28.16' '25.39' '30.46' '24.03' '31.02' '24.15' '25.72' '21.87' '26.42' '32.65' '23.38' '21.6' '18.68' '21.59' '36.46' '31.67' '30.59' '22.56' '37.95' '25.69' '23.12' '19' '17.93' '33.19' '22.38' '29.04' '22.31' '32.1' '38.49' '30.37' '25.4' '23.05' '23.18' '25.21' '18.59' '21.19' '24.46' '22.77' '20.25' '28.51' '27.31' '27.55' '29.38' '18.52' '29.69' '21.51' '27.76' '28.67' '27.28' '19.97' '24.92' '19.4' '30.4' '23.74' '25.11' '24.48' '23.72' '23.17' '20.87' '23.07' '21.97' '24.02' '30.74' '22.66' '39.97' '31.95' '35.28' '22.34' '35.21' '22.7' '37.32' '34.2' '22.72' '35.52' '25.08' '23.15' '33.18' '34.78' '30.55' '30.5' '32.49' '40.21' '25.37' '22.69' '36.71' '28.97' '21.07' '20.79' '36.9' '28.23' '30.23' '37.54' '30.12' '23.52' '33.27' '22.04' '32.98' '25.35' '30.29' '20.31' '32.7' '25.42' '33.23' 'nd' '16.65' '23.73' '22.06' '23.81' '21.08' '24.34' '22.22' '17.4' '19.48' '21.33' '19.23' '24.97' '24.84' '21.56' '18.31' '24.86' '23.03' '24.44' '22.94' '21.21' '22.48' '22.6' '24.17' '21.64' '24.06' '24.14' '23.92' '23.83' '20.69' '20.81' '18.75' '26.67' '17.69' '26.3' '19.05' '25.07' '26' '25.64' '29.64' '27.99' '25.3' '29.03' '28.19' '26.35' '26.99' '26.83' '31.4' '17.26' '16.87' '27.64' ' -' '26.78' '26.9' '29.27' '25.56' '25.6' '26.77' '17.29' '24.77' '23.43' '19.84' '18.21' '20.62' '20.08' '18.83' '20.9' '21.11' '18.37' '20.57' '19.03' '20.24' '19.98' '19.63' '19.47' '20.42' '29.17' '25.31' '25.5' '27.58' '26.82' '25.75' '25.16' '25.26' '25.84' '26.04' '26.71' '18.49' '21.55' '23.88' '22.68' '15.57' '20.76' '24.68' '22.81' '23.59' '24.61' '24.22' '20.02' '22.49' '19.72' '21.34' '23.36' '24.62' '20.45' '23.28' '20.07' '26.73' '24.74' '23.67' '22.23' '19.83' '17.58' '19.78' '18.43' '16' '19.69' '19.29' '17.73' '20.8' '20.05' '19.59' '22.86' '17.41' '23.44' '20.55' '21.89' '20.7' '24.16' '24.8' '23.51' '22.91' '25.78' '22.13' '24.39' '22.64' '20.52' '23.68' '27.06' '19.16' '19.38' '25.51' '26.56' '26.13' '24.89' '25.24' '25.48' '25.59' '29.06' '23.66' '26.57' '25.71' '26.22' '25' '27.12' '32.58' '27.43' '18.07' '19.57' '27.15' '25.97' '29.79' '27.72' '25.65' '27.78' '17.97' '19.33' '17.8' '18.99' '20.17' '18.67' '19.14' '19.49' '19.13' '17.94' '24.78' '18.25' '22.41' '23.94' '27.24' '25.47' '27.22' '26.44' '32.02' '27.53' '29.07' '25.28' '26.64' '25.2' '25.45' '25.1' '25.18' '18.03' '19.53' '18.2' '19.15' '18.72' '19.35' '19.92' '19.96' '28.33' '19.36' '19.44' '25.81' '26.45' '28.3' '20.66' '25.73' '22.07' '16.97' '24.88' '21.48' '17.63' '18.26' '23.63' '22.89' '28.73' '23.46' '18.73' '27.38' '33.24' '27.04' '37.5' '26.12' '29.41' '33.63' '27.44' '27.81' '25.61' '27.34' '24.7' '29.7' '18.6' '26.6' '26.5' '41.8' '23.2' '28.8' '24' '21.5' '31.2' '23.6' '24.9' '21.1' '30' '28.9' '27.9' '20.6' '23.1' '21.8' '25.8' '27.4' '31.9' '27.1' '33.2' '27.5' '22.4' '24.6' '24.2' '21.9' '25.9' '29.2' '29.6' '30.9' '26.7' '22.3' '26.1' '22' '23.8' '23' '33.9' '29.1' '28.4' '25.7' '36.4' '32.8' '31.3' '33' '23.7' '20.4' '31.7' '31' '31.8' '27.8' '35.1' '44.6' '27.2' '33.7' '33.3' '29.9' '19.9' '21.2' '23.4' '36.6' '28.5' '30.2' '29.4' '29.5' '21.3' '27.6' '24.3' '22.9' '28.1' '29' '30.6' '21.4' '39.7' '28' '32.9' '28.2' '32.3' '19.6' '34.4' '34.3' '31.6' '32.4' '32' '37.2' '33.4' '23.5' '22.5' '24.1' '41.2' '19.5' '24.5' '20.3' '24.4' '30.7' '33.8' '23.3' '31.1' '28.7' '35.9' '42' '42.9' '31.5' '34' '23.9' '34.6' '22.1' '36.5' '22.8' '30.1' '37.7' '41.3' '34.8' '36.7' '43.5' '46.6' '35.4' '45.7' '36.1' '38.6' '33.5' '41.9' '32.6' '36.2' '37' '40.2' '30.3' '32.5' '20.5' '38' '20' '35.5' '35.2' '37.3' '27.3' '38.5' '35.3' '40' '34.5' '38.7' '34.9' '18.1' '20.1' '38.3' '34.7' '39.1' '40.7' 'na' '17.9' '26.2' '16.9' '19.8' '17.3' '19.1' '18' '21.7' '26.8' '18.9' '29.3' '17.6' '18.8' '35.6' '35' '26.4' '17.7' '19.3' '22.2' '17.1' '18.5' '28.6' '18.7' '24.54' '25.88' '25.63' '21.26' '24.98' '30.86' '25.46' '25.62' '28.65' '19.2' '25.06' '22.39' '21.28' '21.78' '21.88' '25.19' '25.95' '20.98' '19.76' '20.68' '20.91' '23.33' '20.94' '22.96' '24.27' '19.43' '20.93' '21.01' '19.68' '23.53' '28.03' '24.49' '21.63' '31.14' '21.45' '26.89' '23.31' '20.83' '21.16' '21.72' '24.24' '20.72' '27.77' '23.45' '35.16' '22.58' '25.14' '22.84' '20.28' '21.22' '15.94' '21.61' '29.02' '22.65' '19.56' '21.47' '19.81' '20.13' '19.54' '25.53' '23.89' '20.32' '19.58' '25.91' '19.71' '21.29' '19.95' '22.55' '19.94' '20.03' '22.79' '19.22' '23.62' '20.09' '22.46' '22.63' '24.04' '17.86' '22.95' '21.62' '22.76' '21.99' '22.73' '24.51' '19.24' '20.18' '20.58' '17.85' '21.75' '21' '27' '39' '36' 25 30 20 21 24 28 31 23 29 17 22 27 26 '15' '25.92' '14.97' '20.34' '28.62' '23.93' '26.58' '23.77' '20.01' '23.49' '22.19' '23.37' '31.53' '20.36' '29.52' '27.01' '18.77' '19.67' '14.05' '21.69' '21.53' '15.15' '17.31' '16.73' '28.93' '15.62' '16.45' '22.14' '27.86' '26.53' '23.95' '30.22' '15.78' '21.27' '15.66' '15.77'] ['nd' 'hgc' 'lgc'] ['nd' 'hpc' 'lpc'] ['Metaphlan2_Analysis' 'nd'] ['nd' 'g39517' 'g39518' 'g39521' 'g39528' 'g39531' 'g39492' 'g39497' 'g39505' 'g39507' 'g39515' 'g39511' 'g39607' 'g39609' 'g39611' 'g39612' 'g39614' 'g39616' 'g39618' 'g39621' 'g39622' 'g39626' 'g39628' 'g39457' 'g39512' 'g39467' 'g39468' 'g39469' 'g39473' 'g39476' 'g39479' 'g39487' 'g39488' 'g39489' 'g39491' 'g39510' 'g39462' 'g39606' 'g39624' 'g39464' 'g39471' 'g39474' 'g39478' 'g39623' 'g39483' 'g39484' 'g39485' 'g39486' 'g39522' 'g39524' 'g39525' 'g39532' 'g39495' 'g39496' 'g39482' 'g39620' 'g39558' 'g39581' 'g39595' 'g39603' 'g39613' 'g39556' 'g39602' 'g39600' 'g39599' 'g38882' 'g38877' 'g38912' 'g38875' 'g38915' 'g38887' 'g38880' 'g38883' 'g38913' 'g38876' 'g38879' 'g39542' 'g39545' 'g39549' 'g39550' 'g39551' 'g39552' 'g39554' 'g39555' 'g39557' 'g39536' 'g39574' 'g39575' 'g39577' 'g39579' 'g39582' 'g39583' 'g39588' 'g39590' 'g39592' 'g39597' 'g39598' 'g39566' 'g38906' 'g38892' 'g38888' 'g38899' 'g38890' 'g38898' 'g38886' 'g38878' 'g38910' 'g38896' 'g38893' 'g38904' 'g38905' 'g38894' 'g38911' 'g38907' 'g38891' 'g39500' 'g38895' 'g39501' 'g50285' 'g50300' 'g50354' 'g50350' 'g50345' 'g50348' 'g50346' 'g50339' 'g50336' 'g50347' 'g50334' 'g50333' 'g49773' 'g50299' 'g49777' 'g49781' 'g49782' 'g49784' 'g49785' 'g49787' 'g49788' 'g49789' 'g49791' 'g49792' 'g49793' 'g49795' 'g49796' 'g49800' 'g49801' 'g49780' 'g49802' 'g50284' 'g50293' 'g50325' 'g50315' 'g50330' 'g50308' 'g50314' 'g50318' 'g50313' 'g50320' 'g50324' 'g50312' 'g50322' 'g50317' 'g50295' 'g50289' 'g50276' 'g50278' 'g50287' 'g50279' 'g50286' 'g50280' 'g50291' 'g50283' 'g50281' 'g50297' 'g50290' 'g50282' 'g50298' 'g50321' 'g49803' 'g49807' 'g53172' 'g49804' 'g53168' 'g49808' 'g49809' 'g49810' 'g49813' 'g49814' 'g49815' 'g49816' 'g53167' 'g50306' 'g50316' 'g39560' 'g39561' 'g39565' 'g39585' 'g39493' 'g50355' 'g50358' 'g50359' 'g50381' 'g50382' 'g50379' 'g50384' 'g50386' 'g39537' 'g39573' 'g39596' 'g39506' 'g50385' 'g50387' 'g50388' 'g50426' 'g50425' 'g50369' 'g50372' 'g50373' 'g50374' 'g50376' 'g50377' 'g50360' 'g50365' 'g50367' 'g50368' 'g50288' 'g50307' 'g50327' 'g50329' 'g50331' 'g50328' 'g50326' 'g50332' 'g50319' 'g50302' 'g50304' 'g50309' 'g50303' 'g50305' 'g50310' 'g50294' 'g50415' 'g50416' 'g50428' 'g50389' 'g50390' 'g50392' 'g50393' 'g50394' 'g50395' 'g50397' 'g50399' 'g50401' 'g50402' 'g50396' 'g50403' 'g50404' 'g50407' 'g50406' 'g50408' 'g50427' 'g50424' 'g50418' 'g50423' 'g50422' 'g50414' 'g50412' 'g50421' 'g50420' 'g50411' 'g50410' 'g50405' 'g50413'] ['nd' 'male' 'female'] ['nd' '26' '28' '24' '23' '27' '25' 28 25 27 26 23 24 '38' '40' '39' '41' 'na' 40 38 39 41 29 32 31] ['nd' '23-27_weeks' '28-32_weeks' '37-42_weeks'] ['nd' 'yes' 'no'] ['nd' '10' '12' '8' '5' '11' '14' '7' '9' '6' '13' '15' '4' '21' '20' '22' '3' '118' '64' '19' '24' '189' '418' '117' '386' '84' '168' '344' '17' '100' '206' '159' '380' '116' '153' '98' '194' '372' '401' '162' '16' '345' '169' '352' '76' '336' '157' '210' '377' '181' '70' '351' '208' '68' '83'] ['nd' 'week02' 'week01' 'week0' 'week03' '2-3_months' '11-12_months' '5-6_months'] ['nd' '11-14_days' '5-8_days' '18-21_days' '2-3_months' '5-6_months' '11-12_months'] ['nd' '11232_st_11_1' '11112_st_14_1' '11151_st_08_1' '11191_st_05_1' '11351_st_11_1' '11041_st_14_1' '11351_st_05_1' '11151_st_14_1' '11202_st_11_1' '11291_st_08_1' '11231_st_08_1' '10561_st_11_1' '10051-st-11' '10181-st-11' '11291_st_11_1' '10181-st-8' '10231-st-11' '10071-st-8' '10402-st-5' '10161-st-11' '10891-st-11' '10891-st-5' '10451-st-11' '10471-st-11' '10601-st-11' '10472-st-11' '10591-st-5' '10541-st-11' '10301-st-11' '10542-st-11' '10072-st-8' '10542-st-8' '11231_st_11_1' '11081_st_14_1' '11921_st_11_1' '12121_sn_05_1' '12121_sn_11_1' '12211_sn_11_1' '12251_st_11_1' '12261_st_11_1' '12281_st_05_1' '12251_st_08_1' '12271_sn_11_1' '12311_st_08_1' '12431_st_08_1a' '12421_sn_11_1' '12491_st_08_1' '12321_st_08_1' '11292_st_11_1' '12491_st_11_1' '12331_st_11_1' '12351_sn_11_1' '12521_st_08_1' '12521_sn_11_1' '12361_sn_11_1' '12392_st_11_1' '12671_st_11_1' '12541_st_14_1' '12391_st_08_1' '12361_st_08_1' '12631_st_11_1' '12621_sn_11_1' '12651_sn_11_1' '11241_st_11_1' '12321_st_11_1' '12021_st_11_1' '10521-st-11' '10501-st-5' '12311_st_11_1' '12431_st_11_1' '12512_st_08_1' '12511_st_11_1' '12512_st_11_1' '12511_st_08_1' '12331_sn_05_1' '12351_sn_05_1' '12571_st_05_1' '12601_sn_11_1' '12391_st_11_1' '12641_st_14_1' '12621_sn_05_1' '12631_sn_05_1' '12312_st_08_1' '12611_sn_11_1' '12701_sn_11_1' '12641_st_08_1' '12651_sn_05_1' '12671_sn_05_1' '11111_st_11_1' '11111_st_08_1' '11091_st_05_1' '11192_st_11_1' '11141_st_11_1' '11121_st_11_1' '11141_st_05_1' '10441_st_11_1' '11091_st_11_1' '11201_st_11_1' '12701_st_08_1' '10501-st-11' '12271_sn_05_1' '12221_st_11_1' '10131-sn-8' '10701-st-14' '10551-st-14' '10102-st-8' '10101-st-11' '10811-st-5' '10361-st-11' '10581-st-11' '10371-st-11' '10451-st-8' '10671-st-5' '10351-st-11' '10351-st-8' '10691-st-14' '12151_st_11_1' '10151-st-11' '11541_st_08_1' '11621_sn_11_1' '11341_st_14_1' '11792_st_11_1' '11862_st_11_1' '11871_st_05_1' '11911_st_05_1' '11961_sn_05_1' '11912_st_05_1' '11981_sn_11_1' '12021_st_08_1' '12072_st_05_1' '12211_st_08_1' '12261_sn_05_1' '11542_st_05_1' '11912_st_14_1' '11962_sn_11_1' '11961_sn_11_1' '10541-st-21' '10141-st-11' '10521-st-14' '10301-st-14' '10701-st-21' '10541-st-14' '10741-st-11' '10542-st-14' '10741-st-14' '10811-st-11' '10741-st-8' '30061_st_11_1' '30071_st_05_1' '30081_st_05_1' '30081_st_11_1' '30101_st_05_1' '30091_st_05_1' '30091_st_11_1' '30101_st_11_1' '30121_st_05_1' '30131_st_05_1' '30121_st_11_1' '30131_st_11_1' '30141_st_05_1' '30161_st_05_1' '10141-st-21' '30151_st_05_1' '30141_st_11_1' '30151_st_11_1' '30161_st_11_1' '11401_st_11_1' '11311_sn_11_1' '11401_st_08_1' '11402_st_08_1' '11402_sn_11_1' '11412_st_08_1' '11161_sn_11_1' '11181_st_11_1' '11361_st_11_1' '11462_st_05_1' '11461_st_08_1' '11501_sn_11_1' '11501_st_08_1' '11531_st_08_1' '11412_st_11_1' '11531_st_11_1' '11632_sn_11_1' '11681_st_14_1' '11691_st_14_1' '11701_st_14_1' '11381_sn_11_1' '11781_sn_11_1' '11721_st_05_1' '11721_st_08_1' '11821_st_11_1' '11821_sn_05_1' '11861_st_11_1' '11891_sn_05_1' '11891_st_11_1' '11911_sn_11_1' '11632_st_05_1' '10101-st-8' '10261-st-11' '30171_st_05_1' '30171_st_11_1' '30191_st_05_1' '30181_st_05_1' '30191_st_11_1' '30181_st_11_1' '30201_st_05_1' '30201_st_11_1' '30252_st_05_1' '30251_st_05_1' '30251_st_11_1' '30252_st_11_1' '30211_st_05_1' '30221_st_05_1' '30031_st_05_1' '30011_st_08_1' '30031_st_11_1' '10071-st-11' '10271-st-5' '10291-st-5' '10291-st-11' '10261-st-8' '10311-st-5' '11191_st_11_1' '10301-st-8' '30021_sn_05_1' '30011_st_05_1' '30051_st_11_1' '30221_st_11_1' '30061_st_05_1' '30051_st_05_1' '10271-st-11' '11292_st_05_1' '10871-st-5' '12431_st_21_1' '12431_st_2m_3' '13001_sn_10_1' '12801_sn_10_1' '20201_st_11_1' '20201_st_21_1' '20221_st_05_1' '20221_st_11_1' '20221_st_21_1' '20561_st_21_1' '20241_st_14_1' '21461_st_08_1' '21461_st_11_1' '11141.st.21.1' '12121_st_2m_3' '11401.st.21.1' '11081.st.21.1' '12221.st.21.1' '12251.st.21.1' '12261.st.21.1' '12311.st.21.1' '12321.st.21.1' '12351.st.21.1' '12521.st.21.1' '12601.st.21.1' '12651.st.21.1' '12641.st.21.1' '12701.st.21.1' '11381.st.21.1' '11421.sn.21.1' '11412.st.21.1' '11421.st.21.1' '12121_st_21_1' '11962_st_5m_6' '30101_sn_1y_1' '30101_st_2m_3' '30141_sn_1y_1' '30141_st_21_1' '30141_st_2m_3' '30141_st_5m_6' '30181_st_21_1' '30181_st_2m_3' '30191_sn_1y_1' '30191_st_21_1' '30191_st_2m_3' '30191_st_5m_6' '11161_sn_21_1' '11161_sn_5m_1' '12121_sn_1y_1' '11161_st_21_1' '11341_st_21_1' '11341_st_2m_1' '11341_st_5m_6' '11721_st_21_1' '11721_st_2m_3' '11891_sg_5m_6' '11891_st_21_1' '11961_sn_1y_1' '11961_sn_21_1' '11961_st_21_1' '11961_st_2m_3' '11962_st_1y_1' '11962_st_21_1' '11962_st_2m_3' '11341_st_1y_1' '30081_st_5m_6' '11461.st.21.1' '11541.st.21.1' '11862.st.21.1' '11501.st.21.1' '11632.st.21.1' '12211.st.21.1' '11631.st.21.1' '11681.st.21.1' '11691.st.21.1' '11911.st.21.1' '11912.st.21.1' '11921.st.21.1' '11981.st.21.1' '11441_st_08_1' '11311_st_14_1' '11621_st_14_1' '11632_st_14_1' '11862_st_14_1a' '12211_st_14_1' '12331_st_08_1' '11681.sn.21.1' '12331_st_14_1' '12621_st_14_1' '11002_st_14_1' '11002_st_08_1' '11241_st_14_1' '11111_st_14_1' '11301_st_1y_1' '11301_st_2m_1' '11301_st_5m' '12621_sn_1y_1' '12621_st_21_1' '12151_st_21_1' '20011_st_11_1' '20011_st_21_1' '11402.st.21.1' '12392_st_14_1' '30081_st_2m_3' '30081_st_21_1' '30081_st_1y_1' '11361_st_05_1' '11441_sn_11_1' '11541_st_14_1' '11621_st_05_1' '11631_st_05_1' '11731_st_14_1' '11861_st_05_1' '11862_st_05_1' '11871_sn_11_1' '10102-st-11' '10111-sn-8' '10141-sn-5' '10161-st-5' '11341_st_05_1' '10311-st-14' '10371-st-5' '10471-st-5' '10472-st-5' '11211_st_11_1' '11401_st_14_1' '11161_st_08_1' '11161_st_14_1' '11361_st_14_1' '11531_st_14_1' '11631_st_08_1' '11631_st_14_1' '11341_st_08_1' '11381_st_14_1' '11711_sn_05_1' '10361-st-8' '11711_st_08_1' '11241_st_08_1' '11211_st_05_1' '11161_st_05_1' '11631_sn_11_1' '11691_sn_05_1' '11731_st_08_1' '11232_st_05_1' '11962_st_05_1' '12031_st_05_1' '12312_st_11_1' '12601_st_08_1' '10552_st_11_1' '11081_st_05_1' '11171_sn_11_1' '11171_st_05_1' '11202_st_05_1' '11711_sn_11_1' '11721_sn_11_1' '11721_st_14_1' '12671_st_14_1' '12651_st_14_1' '11191_st_08_1' '11292_st_14_1' '11232_st_08_1' '11081_st_08_1' '11141_st_14_1' '11091_st_14_1' '11091_st_08_1' '11211_st_14_1' '11232_st_14_1' '11292_st_08_1' '11291_st_14_1' '11891_st_2m_3' '12401_st_08_1' '30101_st_21_1' '12121_st_5m_1' '30101_st_5m_1' '11161_st_1y_1' '11961_st_5m_1' '12431_st_5m_6' '30011_sn_2m_3' '30011_st_1y_1' '30011_st_21_1' '30011_st_2m_3' '30011_st_5m_6' '30031_sn_2m_3' '30031_st_21_1' '30031_st_2m_3' '30031_st_5m_6' '11161_st_2m_1' '12391_st_14_1' '12401_sn_11_1' '12811_sn_11_1' '11821_st_05_1' '11821_st_08_1' '11861_st_14_1' '11821_st_14_1' '11891_st_08_1' '11891_st_14_1' '11911_st_14_1' '11961_st_14_1' '11962_st_14_1' '11981_st_14_1' '12021_st_14_1' '11921_st_14_1' '12121_st_08_1' '12121_st_14_1' '12261_st_08_1' '12251_st_14_1' '12261_st_14_1' '12811_st_08_1' '12701_st_14_1' '12631_st_14_1' '12401_st_14_1' '12601_st_14_1' '12521_st_14_1' '10581-st-5' '12351_st_14_1' '12321_st_14_1' '12511_st_14_1' '12431_st_14_1' '12311_st_14_1' '12271_st_14_1' '12221_st_14_1' '12351_st_08_1' '10151-st-5'] ['nd' '11232.st.11.1' '11112.st.14.1' '11151.st.08.1' '11191.st.05.1' '11351.st.11.1' '11041.st.14.1' '11351.st.05.1' '11151.st.14.1' '11202.st.11.1' '11291.st.08.1' '11231.st.08.1' '10561.st.11.1' '10051.st.11' '10181.st.11' '11291.st.11.1' '10181.st.08' '10231.st.11' '10071.st.08' '10402.st.05' '10161.st.11' '10891.st.11' '10891.st.05' '10451.st.11' '10471.st.11' '10601.st.11' '10472.st.11' '10591.st.05' '10541.st.11' '10301.st.11' '10542.st.11' '10072.st.08' '10542.st.08' '11231.st.11.1' '11081.st.14.1' '11921.st.11.1' '12121.sn.05.1' '12121.sn.11.1' '12211.sn.11.1' '12251.st.11.1' '12261.st.11.1' '12281.st.05.1' '12251.st.08.1' '12271.sn.11.1' '12311.st.08.1' '12431.st.08.1a' '12421.sn.11.1' '12491.st.08.1' '12321.st.08.1' '11292.st.11.1' '12491.st.11.1' '12331.st.11.1' '12351.sn.11.1' '12521.st.08.1' '12521.sn.11.1' '12361.sn.11.1' '12392.st.11.1' '12671.st.11.1' '12541.st.14.1' '12391.st.08.1' '12361.st.08.1' '12631.st.11.1' '12621.sn.11.1' '12651.sn.11.1' '11241.st.11.1' '12321.st.11.1' '12021.st.11.1' '10521.st.11' '10501.st.05' '12311.st.11.1' '12431.st.11.1' '12512.st.08.1' '12511.st.11.1' '12512.st.11.1' '12511.st.08.1' '12331.sn.05.1' '12351.sn.05.1' '12571.st.05.1' '12601.sn.11.1' '12391.st.11.1' '12641.st.14.1' '12621.sn.05.1' '12631.sn.05.1' '12312.st.08.1' '12611.sn.11.1' '12701.sn.11.1' '12641.st.08.1' '12651.sn.05.1' '12671.sn.05.1' '11111.st.11.1' '11111.st.08.1' '11091.st.05.1' '11192.st.11.1' '11141.st.11.1' '11121.st.11.1' '11141.st.05.1' '10441.st.11.1' '11091.st.11.1' '11201.st.11.1' '12701.st.08.1' '10501.st.11' '12271.sn.05.1' '12221.st.11.1' '10131.sn.08' '10701.st.14' '10551.st.14' '10102.st.08' '10101.st.11' '10811.st.05' '10361.st.11' '10581.st.11' '10371.st.11' '10451.st.08' '10671.st.05' '10351.st.11' '10351.st.08' '10691.st.14' '12151.st.11.1' '10151.st.11' '11541.st.08.1' '11621.sn.11.1' '11341.st.14.1' '11792.st.11.1' '11862.st.11.1' '11871.st.05.1' '11911.st.05.1' '11961.sn.05.1' '11912.st.05.1' '11981.sn.11.1' '12021.st.08.1' '12072.st.05.1' '12211.st.08.1' '12261.sn.05.1' '11542.st.05.1' '11912.st.14.1' '11962.sn.11.1' '11961.sn.11.1' '10541.st.21' '10141.st.11' '10521.st.14' '10301.st.14' '10701.st.21' '10541.st.14' '10741.st.11' '10542.st.14' '10741.st.14' '10811.st.11' '10741.st.08' '30061.st.11.1' '30071.st.05.1' '30081.st.05.1' '30081.st.11.1' '30101.st.05.1' '30091.st.05.1' '30091.st.11.1' '30101.st.11.1' '30121.st.05.1' '30131.st.05.1' '30121.st.11.1' '30131.st.11.1' '30141.st.05.1' '30161.st.05.1' '10141.st.21' '30151.st.05.1' '30141.st.11.1' '30151.st.11.1' '30161.st.11.1' 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'30051.st.05.1' '10271.st.11' '11292.st.05.1' '10871.st.05' '12431.st.21.1' '12431.st.2m.3' '13001.sn.10.1' '12801.sn.10.1' '20201.st.11.1' '20201.st.21.1' '20221.st.05.1' '20221.st.11.1' '20221.st.21.1' '20561.st.21.1' '20241.st.14.1' '21461.st.08.1' '21461.st.11.1' '11141.st.21.1' '12121.st.2m.3' '11401.st.21.1' '11081.st.21.1' '12221.st.21.1' '12251.st.21.1' '12261.st.21.1' '12311.st.21.1' '12321.st.21.1' '12351.st.21.1' '12521.st.21.1' '12601.st.21.1' '12651.st.21.1' '12641.st.21.1' '12701.st.21.1' '11381.st.21.1' '11421.sn.21.1' '11412.st.21.1' '11421.st.21.1' '12121.st.21.1' '11962.st.05m.6' '30101.sn.1y.1' '30101.st.2m.3' '30141.sn.1y.1' '30141.st.21.1' '30141.st.2m.3' '30141.st.05m.6' '30181.st.21.1' '30181.st.2m.3' '30191.sn.1y.1' '30191.st.21.1' '30191.st.2m.3' '30191.st.05m.6' '11161.sn.21.1' '11161.sn.05m.1' '12121.sn.1y.1' '11161.st.21.1' '11341.st.21.1' '11341.st.2m.1' '11341.st.05m.6' '11721.st.21.1' '11721.st.2m.3' '11891.sg.05m.6' '11891.st.21.1' '11961.sn.1y.1' '11961.sn.21.1' '11961.st.21.1' '11961.st.2m.3' '11962.st.1y.1' '11962.st.21.1' '11962.st.2m.3' '11341.st.1y.1' '30081.st.05m.6' '11461.st.21.1' '11541.st.21.1' '11862.st.21.1' '11501.st.21.1' '11632.st.21.1' '12211.st.21.1' '11631.st.21.1' '11681.st.21.1' '11691.st.21.1' '11911.st.21.1' '11912.st.21.1' '11921.st.21.1' '11981.st.21.1' '11441.st.08.1' '11311.st.14.1' '11621.st.14.1' '11632.st.14.1' '11862.st.14.1a' '12211.st.14.1' '12331.st.08.1' '11681.sn.21.1' '12331.st.14.1' '12621.st.14.1' '11002.st.14.1' '11002.st.08.1' '11241.st.14.1' '11111.st.14.1' '11301.st.1y.1' '11301.st.2m.1' '11301.st.05m' '12621.sn.1y.1' '12621.st.21.1' '12151.st.21.1' '20011.st.11.1' '20011.st.21.1' '11402.st.21.1' '12392.st.14.1' '30081.st.2m.3' '30081.st.21.1' '30081.st.1y.1' '11361.st.05.1' '11441.sn.11.1' '11541.st.14.1' '11621.st.05.1' '11631.st.05.1' '11731.st.14.1' '11861.st.05.1' '11862.st.05.1' '11871.sn.11.1' '10102.st.11' '10111.sn.08' '10141.sn.05' '10161.st.05' '11341.st.05.1' '10311.st.14' '10371.st.05' '10471.st.05' '10472.st.05' '11211.st.11.1' '11401.st.14.1' '11161.st.08.1' '11161.st.14.1' '11361.st.14.1' '11531.st.14.1' '11631.st.08.1' '11631.st.14.1' '11341.st.08.1' '11381.st.14.1' '11711.sn.05.1' '10361.st.08' '11711.st.08.1' '11241.st.08.1' '11211.st.05.1' '11161.st.05.1' '11631.sn.11.1' '11691.sn.05.1' '11731.st.08.1' '11232.st.05.1' '11962.st.05.1' '12031.st.05.1' '12312.st.11.1' '12601.st.08.1' '10552.st.11.1' '11081.st.05.1' '11171.sn.11.1' '11171.st.05.1' '11202.st.05.1' '11711.sn.11.1' '11721.sn.11.1' '11721.st.14.1' '12671.st.14.1' '12651.st.14.1' '11191.st.08.1' '11292.st.14.1' '11232.st.08.1' '11081.st.08.1' '11141.st.14.1' '11091.st.14.1' '11091.st.08.1' '11211.st.14.1' '11232.st.14.1' '11292.st.08.1' '11291.st.14.1' '11891.st.2m.3' '12401.st.08.1' '30101.st.21.1' '12121.st.05m.1' '30101.st.05m.1' '11161.st.1y.1' '11961.st.05m.1' '12431.st.05m.6' '30011.sn.2m.3' '30011.st.1y.1' '30011.st.21.1' '30011.st.2m.3' '30011.st.05m.6' '30031.sn.2m.3' '30031.st.21.1' '30031.st.2m.3' '30031.st.05m.6' '11161.st.2m.1' '12391.st.14.1' '12401.sn.11.1' '12811.sn.11.1' '11821.st.05.1' '11821.st.08.1' '11861.st.14.1' '11821.st.14.1' '11891.st.08.1' '11891.st.14.1' '11911.st.14.1' '11961.st.14.1' '11962.st.14.1' '11981.st.14.1' '12021.st.14.1' '11921.st.14.1' '12121.st.08.1' '12121.st.14.1' '12261.st.08.1' '12251.st.14.1' '12261.st.14.1' '12811.st.08.1' '12701.st.14.1' '12631.st.14.1' '12401.st.14.1' '12601.st.14.1' '12521.st.14.1' '10581.st.05' '12351.st.14.1' '12321.st.14.1' '12511.st.14.1' '12431.st.14.1' '12311.st.14.1' '12271.st.14.1' '12221.st.14.1' '12351.st.08.1' '10151.st.05'] ['nd' 'g21650' 'g21653' 'g21661' 'g21686' 'g21698' 'g21701' 'g21712' 'g21750' 'g21763' 'g21800' 'g21804' 'g21811' 'g21826' 'g21865' 'g21638' 'g21866' 'g21887' 'g21838' 'g21909' 'd2977' 'd3026' 'd3065' 'd3041' 'g21953' 'd3030' 'd3017' 'd3046' 'd3062' 'd3064' 'd3007' 'g21834' 'd3051' 'g21635' 'g21632' 'g21412' 'g21427' 'g21431' 'g21432' 'g21438' 'g21440' 'g21441' 'g21443' 'g21454' 'g21455' 'g21473' 'g21479' 'g21511' 'g21512' 'g21633' 'g21519' 'g21534' 'g21535' 'g21536' 'g21540' 'g21549' 'g21550' 'g21554' 'g21571' 'g21601' 'g21602' 'g21611' 'g21612' 'g21616' 'g21629' 'g21521' 'g21402' 'd3044' 'd3069' 'g21458' 'g21475' 'g21510' 'g21513' 'g21514' 'g21515' 'g21527' 'g21528' 'g21530' 'g21546' 'g21551' 'g21553' 'g21558' 'g21562' 'g21456' 'g21576' 'g21585' 'g21594' 'g21595' 'g21600' 'g21658' 'g21662' 'g21663' 'g21669' 'g21670' 'g21682' 'g21713' 'g21760' 'g21761' 'g21764' 'g21580' 'd3014' 'g21448' 'g21439' 'g21850' 'd3077' 'd3067' 'd3076' 'd3053' 'd3018' 'g21964' 'g21945' 'd3070' 'd3050' 'd3081' 'd3032' 'd3003' 'd3010' 'g21447' 'g21970' 'g21211' 'g21241' 'g21265' 'g21289' 'g21334' 'g21335' 'g21358' 'g21361' 'g21362' 'g21385' 'g21400' 'g21426' 'g21430' 'g21437' 'g21207' 'g21380' 'g21378' 'g21376' 'd2935' 'd2943' 'g21958' 'd2927' 'd2961' 'd2934' 'd2925' 'd2936' 'd2963' 'd2959' 'd2946' 'g21717' 'g21718' 'g21719' 'g21720' 'g21721' 'g21722' 'g21723' 'g21724' 'g21725' 'g21726' 'g21727' 'g21728' 'g21730' 'g21731' 'd2937' 'g21732' 'g21733' 'g21734' 'g21735' 'g21158' 'g21159' 'g21160' 'g21161' 'g21163' 'g21166' 'g21174' 'g21179' 'g21180' 'g21182' 'g21189' 'g21199' 'g21200' 'g21210' 'g21150' 'g21219' 'g21255' 'g21263' 'g21268' 'g21270' 'g21278' 'g21285' 'g21293' 'g21313' 'g21336' 'g21340' 'g21343' 'g21355' 'g21368' 'g21369' 'g21250' 'g21849' 'g21893' 'g21736' 'g21737' 'g21738' 'g21739' 'g21740' 'g21741' 'g21742' 'g21743' 'g21744' 'g21745' 'g21746' 'g21747' 'g21748' 'g21749' 'g21621' 'g21619' 'g21622' 'g21837' 'g21888' 'g21900' 'g21884' 'g21883' 'g21899' 'g21782' 'g21898' 'g21620' 'g21618' 'g21617' 'g21613' 'g21624' 'g21623' 'g21880' 'g21790' 'g21951' 'g38407' 'g38408' 'g38445' 'g38446' 'g38448' 'g38449' 'g38450' 'g38451' 'g38452' 'g38488' 'g38491' 'g38592' 'g38593' 'g50042' 'g38406' 'g50060' 'g50069' 'g50078' 'g50083' 'g50084' 'g50088' 'g50090' 'g50093' 'g50101' 'g50103' 'g50104' 'g50114' 'g50115' 'g50133' 'g50134' 'g50067' 'g50135' 'g38405' 'g38403' 'g38339' 'g38340' 'g38346' 'g38347' 'g38348' 'g38349' 'g38356' 'g38357' 'g38358' 'g38359' 'g38360' 'g38361' 'g38377' 'g38378' 'g38404' 'g38380' 'g38385' 'g38386' 'g38387' 'g38391' 'g38392' 'g38395' 'g38396' 'g38397' 'g38398' 'g38399' 'g38400' 'g38401' 'g38402' 'g38384' 'g38338' 'g50139' 'g50150' 'g50182' 'g50146' 'g50161' 'g50077' 'g50159' 'g50164' 'g50168' 'g50186' 'g50187' 'g50188' 'g50192' 'g21156' 'g21162' 'g21244' 'g21257' 'g21347' 'g21436' 'g21531' 'g50160' 'g21537' 'g21615' 'g21659' 'g21679' 'g21702' 'g21705' 'g38381' 'g38382' 'g38383' 'g38411' 'g38412' 'g38431' 'g38655' 'g38656' 'g50054' 'g21598' 'g38337' 'g38336' 'g38335' 'g21170' 'g21169' 'g21224' 'g21238' 'g21248' 'g21286' 'g21328' 'g21325' 'g21348' 'd3097' 'g21855' 'g21852' 'g21858' 'g21259' 'd3101' 'g21901' 'g21913' 'g21942' 'g21758' 'g21145' 'g21172' 'g21178' 'g21181' 'g21223' 'g21252' 'g21256' 'g21261' 'g21280' 'g21287' 'g21968' 'g21290' 'g21636' 'g21671' 'g21153' 'g21254' 'g21266' 'g21282' 'g21639' 'g21364' 'g21401' 'g21459' 'g21543' 'g21809' 'g21625' 'g21246' 'g21242' 'g21626' 'g21296' 'g21312' 'g21319' 'g21605' 'g21606' 'g21631' 'g21637' 'g21647' 'g21657' 'g21660' 'g21689' 'g21696' 'g21753' 'g21792' 'g21796' 'g21806' 'g21603' 'g38310' 'g38314' 'g38315' 'g38317' 'g38319' 'g38320' 'g38321' 'g38322' 'g38323' 'g38324' 'g38325' 'g38326' 'g38327' 'g38328' 'g38329' 'g38312' 'g21597' 'g21596' 'g21593' 'g21326' 'g21330' 'g21346' 'g21353' 'g21365' 'g21375' 'g21381' 'g21382' 'g21384' 'g21389' 'g21403' 'g21416' 'g21428' 'g21435' 'g21445' 'g21451' 'g21452' 'g21592' 'g21587' 'g21565' 'g21552' 'g21548' 'g21541' 'g21917' 'g21539' 'g21526' 'g21520' 'g21480' 'g21463' 'g21457' 'g21453' 'g21533' 'g21856'] ['nd' 'a29bw' 'a2202' 'a28wl' 'a0a3v' 'a1d0txa1dlc' 'a0a3vxa11tc' 'a11tc' 'a2225' 'a4uet' 'a2dfe' 'a6dl8' 'a1uf9'] ['nd' 'comment' 'rna_from_sn_sample'] ['nd' 'g36643' 'g36646' 'g36654' 'g36639' 'g36609' 'g36611' 'g36612' 'g36613' 'g36614' 'g36615' 'g36616' 'g36618' 'g36619' 'g36626' 'g36630' 'g36631' 'g36632' 'g36633' 'g36624' 'g36608' 'g17954' 'g17953' 'g17956' 'g17957' 'g17958' 'g17959' 'g36573' 'g17961' 'g17962' 'g17964' 'g26317' 'g26321' 'g26325' 'g26326' 'g26327' 'g26329' 'g26331' 'g26332' 'g26333' 'g36575' 'g36577' 'g36578' 'g36579' 'g36580' 'g36574' 'g36593' 'g36595' 'g36596' 'g36597' 'g36598' 'g36599' 'g36600' 'g36603' 'g36571' 'g26337' 'g26338' 'g26339' 'g26340' 'g26341' 'g26342' 'g26343' 'g26344' 'g26345' 'g26346' 'g26350' 'g36567' 'g26357' 'g26356' 'g26355' 'g26353' 'g36563'] ['nd' 'eschericha_coli' 'escherichia_coli'] ['nd' 'st-420' 'st-95' 'st-144' 'st-69' 'st-349' 'st-73' 'st-10' 'st-2384' 'st-135' 'st-506' 'st-2200' 'st-127' 'st-131' 'st-48' 'st-751' 'st-1914' 'st-432' 'st-1099' 'st-5' 'st-648' 'st-3580' 'st-555' 'st-58' 'st-410' 'st-1611' 'st-1331' 'st-80' 'st-1341' 'st-409'] ['nd' 'klebsiella_pneumoniae' 'salmonella_enterica'] ['nd' 'st-34' 'st-611' 'st-909' 'st-234' 'st-144' 'st-1714' 'st-429' 'st-36' 'st-223'] ['nd' '3' '2' '1' 3 1] ['nd' 'gsh' 'uh' 'na'] ['nd' 'cesarean' 'vaginal'] ['nd' 'not_hispanic_or_latino' 'hispanic_or_latino'] ['nd' 'white' 'black_or_african_american' 'multiple_races' 'other'] ['nd' '2010' '2009' '2011' 2011 2010 2012 2009] ['nd' 'no' 'yes'] ['nd' '20' 'na' '10' '27' '7' '39' '34' '13' '12' '17' '30' '25' '19' '35' '29' '6' '23' '31' '21' '11' '28' '8' '15' '9'] ['nd' 'yes' 'no'] ['nd' '970' '1380' '1340' '690' '1246' '630' '880' '1150' '810' '950' '750' '830' '620' '900' '680' '1480' '640' '1300' '1350' '890' '920' '1100' '925' '860' '1070' '1010' '800' '730' '1210' '790' '1230' '1360' '755' '1084' '895' '840' '1130' '1030' '600' '1066' '740' '1049' '1123' '1026' 1360 755 1092 559 1030 600 904 601 730 1150 1123 1049 1340 1741 460 690 680 1460 1210 650 1160 647 830 1230 560 '520' '510' '930' '850' '1050' '864' '940' '1020' '540' '820' 800 '760' '814' '1180' '650' '1209' '780' '1143' '955' '1060' '1057' '3792' '4173' '3198' '3955' '3341' '3820' '3520' '3026' '3287' '2217' '1040' '910' '1080' '415' '959' '980' '1170' '973' '1075' '625' '1110' '550' '2897' '4145' '3816' '4060' '2695' '3055' '3690' '3475' '3476' '2925' '560' '3936' '3213' 1130 740 580 1040 820 860 850 770 1350 1070 840 1066 973 1120 1020 955 3955 3026 3816 4145 1080 814 1075 810 1209 3198 760 1260 950 790 780 1010 910 540 1180 1390 1100 959 1110 750 1060 1300 980 1679 940 970 724 1395 880 1320 2925 3476 1998 625 520] ['nd' '34' '38' '40' '31' '38.5' '30.5' '33' '37' '32.5' '28' '32' '30.7' '39' '36' '36.5' '34.5' '39.5' '35' '33.5' '35.5' '30' 39.0 32.5 37.5 30.0 34.0 33.5 36.5 31.0 33.0 36.0 34.5 40.0 42.5 28.0 32.0 39.5 33.7 '27' '29' 30.5 '31.5' '37.5' 35.0 '54.5' '56' '50.5' '55' '0' '51' '50' '49.5' '27.5' '48' '52' '51.5' '53.3' '53' 37.0 35.5 31.5 55.0 50.0 51.5 52.0 50.5 43.5 41.5 38.0 53.0 45.0] ['nd' 'yes' 'no'] ['nd' '1-3_days' '7-14_days' '0_days' '4-6_days'] ['nd' 'abx_00-03days' 'abx_04-14days'] ['nd' 'yes' 'no'] ['nd' 'no' 'yes'] ['nd' 'yes' 'no' 'mixed' 'mixed,_yes' 'no,_yes' 'mixed,_no' 'mixed,_no,_yes'] ['nd' '33' '19' '20' '25' '31' '29' '23' '39' '38' '30' '21' '34' '22' '24' '32' '35' '27' '37' '28' '26' '18' 28 26 33 34 31 18 19 25 38 29 40 23 '36' 32 37 '44' 39 21 17 36 30 44 20 22 24 27 35] ['nd' 'bin03_sdhigh' 'bin01_sdlow' 'bin02_sdave'] ['nd' '3' '2' '4' '7' '1' '6' '5' 2 1 6 9 7 3 5 4 8] ['nd' 'aa' 'ga' 'gg'] ['nd' 'aa' 'ga' 'gg'] ['nd' 'no' 'yes'] ['nd' 'yes' 'no'] ['nd' 'yes' 'no'] ['nd' 'yes' 'no' 'unknown'] ['nd' '3' '1' '2' '6' '12' '4' '11' '5' '10' '9' '8' 1 3 9 2 11 7 4 8 5 '7' 6] ['nd' 'no' 'yes'] ['nd' 'yes' 'no'] ['nd' 'no' 'yes'] ['nd' 'no' 'yes'] ['nd' 'no' 'yes'] ['nd' 'no' 'yes'] ['nd' 'na' '0' '3' '2'] ['nd' '2' '7' '8' '12' '0' '3' '6' '11' '4' '5' '14' '9' 3 7 0 2 11 4 9 1 12 10 '1' '10' 5 6 8 14] ['nd' '1' '2' 2 1 '1t' '3' 3] ['nd' '700021131' '700023864' '700023815' '700023807' '700023823' '700023813' '700023809' '700023701' '700023728' '700023727' '700023726' '700023720' '700023719' '700023718' '700023717' '700023870' '700023716' '700023714' '700023712' '700023710' '700023709' '700023706' '700023699' '700023695' '700023693' '700023634' '700023551' '700023556' '700023549' '700023545' '700023543' '700023715' '700023346' '700023872' '700023919' '700024398' '700024410' '700024407' '700024400' '700024296' '700024305' '700024301' '700024299' '700024295' '700024201' '700024199' '700024195' '700024192' '700024095' '700023880' '700024085' '700024091' '700024089' '700024086' '700024042' '700024027' '700024036' '700024033' '700024029' '700024024' '700023933' '700023929' '700023927' '700023924' '700021133' '700023345' '700023343' '700021304' '700021303' '700021302' '700021301' '700021300' '700015863' '700015869' '700015922' '700015940' '700015946' '700015958' '700015964' '700015967' '700015976' '700021305' '700016456' '700016464' '700016542' '700021297' '700016563' '700016715' '700016764' '700016782' '700016788' '700016800' '700016960' '700016978' '700016984' '700016996' '700021128' '700016462' '700023344' '700021306' '700021138' '700023341' '700023340' '700023338' '700023337' '700023336' '700023245' '700023237' '700023232' '700023229' '700023227' '700023121' '700023131' '700023130' '700023129' '700021311' '700023128' '700023126' '700023124' '700023122' '700023120' '700023119' '700023118' '700023113' '700021901' '700021902' '700021677' '700021312' '700021807' '700021685' '700021683' '700023127' '700016554' 700114120 '700015857' 700101521 700101523 700101527 700101515 700101533 700101574 700101359 700101581 700101593 700101589 700101595 700101840 700101848 700101852 700101587 700101858 700101355 700101353 700100533 700100540 700100546 700100552 700100600 700100606 700101347 700100608 700101224 700101230 700101232 700101236 700101242 700101283 700100612 700100489 700101846 700101855 700103672 700107048 700102307 700107195 700105215 700107040 700106223 700038587 700103610 700106284 700106278 700102374 700106602 700105263 700106608 700101854 700103662 700109242 700101911 700101897 700101903 700101905 700101909 700101912 700106291 700105358 700106121 700107197 700105739 700038581 700107396 700105213 700106876 700100483 700100479 700100477 '700015428' '700015394' '700015245' '700015242' '700015233' '700015215' '700015434' '700015203' '700015179' '700014917' '700014913' '700014911' '700014832' '700014797' '700015197' '700014791' '700015550' '700015756' '700015784' '700015113' '700014445' '700013736' '700013733' '700013727' '700015577' '700013723' '700013715' '700033130' '700033042' '700016608' '700016136' '700015979' '700013721' '700014785' '700014776' '700014767' 700100235 700100239 700100245 700100248 700100293 700100299 700100233 700100301 700100419 700100425 700100431 700100413 700100421 700100471 700100305 700100227 700099892 700099907 '700014749' '700014737' '700014731' '700014718' '700014555' 700099520 700099524 700099745 700099803 700099811 700099815 700099809 700099886 700099894 700099898 '700024408' '700024448' '700032243' '700024452' 700037593 700037595 700037596 700037597 700037598 700037599 700037600 700037601 700037686 700037690 700037692 700037696 700037689 700037700 700037798 700037800 700037804 700038072 700038071 700038068 700038062 700038058 700038021 700037591 700037868 700037860 700037858 700037857 700037814 700037813 700037810 700037862 700038056 700037590 700037538 700037251 700037239 700037252 700037438 700037440 700037444 700037447 700037450 700037453 700037486 700037487 700037490 700037493 700037495 700037496 700037497 700037498 700037535 700037548 700037544 700037542 700037539 700037587 700037501 700037500 700037499 700037534 700038126 700038231 700038343 700097709 700097696 700097706 700097837 700097843 700097845 700097849 700097858 700097855 700097906 700097912 700097914 700097918 700097927 700098429 700098435 700098437 700099306 700099288 700098690 700098681 700098677 700098675 700097700 700098669 700098550 700098548 700098542 700098554 700098450 700098441 700098560 700097694 700097688 700097183 700095485 700095479 700095475 700095473 700095234 700095231 700095467 700095225 700095219 700095213 700038354 700038352 700038346 700038348 700095221 700037245 700095481 700095647 700097177 700097195 700097189 700097185 700096361 700096379 700095482 700096373 700096367 700095665 700095668 700095659 700095655 700095653 700096369 '700024449' 700037241 700037126 '700024955' '700024960' '700024958' '700024964' '700024966' '700032006' '700032012' '700032024' '700032086' '700032222' '700032228' '700032230' '700032240' '700032234' '700033559' '700033377' '700032925' '700032943' '700032937' '700032931' '700024908' '700032324' '700032337' '700032334' '700032328' '700032322' 700109389 '700032316' '700033502' '700024857' '700024863' '700024454' '700024458' '700024492' '700024545' '700024548' '700024550' '700024554' '700024592' '700024596' '700024602' '700024593' '700024640' '700024644' '700024651' '700024638' '700024646' '700024859' '700024854' '700024851' '700024740' '700024737' '700024732' '700024846' '700024749' '700024743' '700024689' '700024698' '700024694' '700024692' '700024688' '700024745' '700033520' '700033526' 700033538 700034925 700034907 700034921 700034922 700035514 700035521 700035522 700035527 700035734 700035746 700035728 700035736 700035740 700035785 700035791 700035793 700035803 700037138 700037132 700037128 700037123 700037034 700037031 700034919 700037042 700037036 700035860 700035850 700035848 700035842 700035797 700037040 700034915 700034913 700034778 700033922 700033850 700033832 700033820 700033814 700033796 700016468 700033718 700033688 700033682 700033571 700033567 700033565 700033556 700033700 700037141 700033988 700034172 700034772 700034793 700034790 700034784 700034780 700034240 700034166 700034238 700034253 700034244 700034187 700034184 700034178 700034174 700034232 700103671 700106615 700038583 '700112763' '700016692' '700119042' '700015702' '700119999' 700102299 '700033136' '700112761' '700119751' '700035943' '700109569' '700119583' '700102242' '700099014' '700015131' '700119173' '700119747' '700108857' '700102254' '700120060' '700015299' '700108542' '700099745' '700109629' '700107375' '700112767' '700123570' '700123568' '700112052' '700108169' '700108167' '700112388' '700112384' '700107881' '700111296' '700111586' '700119568' '700111044' '700110437' '700110593' '700098878' '700123848' '700110830' '700098121' '700122177' '700122173' '700122171' '700096053' '700122114' '700108551' '700107885' '700119171' '700102525' '700110173' '700095962' '700120753' '700122108' '700109449' '700120055' '700014954' '700108536' '700102659' '700098365' '700166775' '700122165' '700109621' '700109987' '700096865' '700032132' '700107546' '700119987' '700119739' '700119562' '700111222' '700108095' '700109563' '700035937' '700109627' '700112508' '700119995' '700033454' '700119993' '700112054' '700112498' '700015176' '700109642' '700119745' '700112496' '700097637' '700123827' '700122186' '700123562' '700096700' '700102043' '700111505' '700097240' '700120759' '700112064' '700119063' '700123959' '700108103' '700119165' '700123583' '700166783' '700120768' '700120761' '700122116' '700102317' '700110833' '700122180' '700108853' '700166796' '700166793' '700166787' '700120771' '700108548' '700123580' '700123576' '700123577' '700108116' '700108109' '700108107' '700108101' '700034250' '700034093' '700112058' '700108545' '700108179' '700112770' '700112773' '700034850' '700122120' '700108847' '700108538' '700123574' '700120765' '700112769' '700107207' '700123977' '700123973' '700123971' '700123967' '700123965' '700123841' '700123842' '700123835' '700123833' '700122183' '700123980' '700108173' '700032933' '700112394' '700119753' '700119754' '700100618' '700119580' '700119577' '700119574' '700119570' '700015155' '700015149' '700015137' '700016818' '700119183' '700119180' '700119177' '700015287' '700015281' '700015269' '700015263' '700035237' '700108851' '700108845' '700119179' '700120097' '700120063' '700120066' '700107891' '700107887' '700107888' '700120005' '700120001' '700109639' '700109635' '700109636' '700109633' '700112504' '700112505' '700112502' '700109581' '700109577' '700109575' '700109571' '700119056' '700119057' '700119048' '700107396' '700107389' '700107390' '700107383' '700166781' '700112382' '700119050' '700096047' 700106446 700106061 700038805 700106440 700102356 700106130 700106818 700106809 700103608 700038869 700109404 700103620 700105219 700038863 700109238 700105355 700103446 700038806 700107046 700038397 700106805 700038445 700106436 700099512 700109391 700102606 700106070 700105209 700106065 700106652 700106124 700038815 700106437 700102421 700102368 700106433 700106132 700109395 700038750 700106860 700106656 700038802 700106229 700038741 700107375 700103617 700106074 700106862 700038744 700106221 700038759 700106442 700107058 700038437 700103656 700107052 700106866 700106663 700105580 700038391 700106659 700102364 700105738 700110427 700103658 700110161 700038594 700110419 700106430 700107201 700106126 700038859 700103614 700110425 700106175 700105364 700106808 700102425 700038593 700106280 700102585 700038392 700107189 700105370 700106176 700038395 700110167 700105268 700110431 700106875 700102591 700106018 700109236 700106181 '700108839' 700105266 700038870 700106614 700106068 700038756 700110176 700103439 700109251 700102305 700114599 700114428 700114063 700111034 700110824 700114601 700114050 700110833 700111026 700114442 700114440 700113608 700114431 700111997 700114105 700111038 700114114 700114615 700111991 700114605 700114110 700114057 700114337 700114614 700110820 700106227 '700112490' '700108530' '700112046' '700108161' '700120008' '700112376' '700107879' '700107873' '700112755' 700119517 700119502 700119496 700119063 700119050 700119048 700119042 700112833 700112824 700112820 700112818 700112812 700114055 700114123 700114438 700099518 700113604 700102419 700038857 700109383 700103433 700105732 700106650 700038811 700105735 700110163 700106290 700110155 700106814 700106064 700103621 700038809 700105274 700103668 700107383 700109230 700102362 700105272 700110818 700106237 700106179 700106812 700102311 700114441 700114052 700106294 700114109 700114328 700110812 700114333 700111032 700114429 700113602 700114434 700112003 700113599 700038401 700102413 700105210 700105726 700038590 700106118 700105360 700102371 700114066 700038746] ['nd' '1' 1 '2'] ['nd' '2840' '2848' '2849' '2878' '3093' '2896' '2971' '3014' '3132' '2880' '2828' '2741' '2764' '2758' '2752' '2723' '2668' '2661' '2638' '2535' ' -' '3134' '1253' '2772' '3135' '4198' '3303' '1196' '4961' '4328' '4096' '1122' '5066' '4508' '4168' '4141' '4112' '3958' '3852' '3751' '3646' '3587' '3549' '3185'] ['nd' '0' '3' '5' '4' ' -' '1' '2'] ['nd' 'watery' 'smooth' 'bloody' 'unknown' ' -' '-'] ['nd' '5' '4' '2' '1' '6' '7' '8' '3' ' -' '10' '-' '26' '20' '14' '12' '19'] ['nd' 'no' 'yes' ' -' '-'] ['nd' 'high' 'low' 'moderate' ' -' '-'] ['nd' 'positive' 'negative' ' -' '-'] ['nd' '11' '10.9' '10.6' '12.6' '30.2' '11.9' '16.8' '19' '27' '11.7' '9' '7.5' '10.3' '9.6' '9.4' '38' '24.9' '30.8' '55' ' -' '15.4' '82.4' '20.1' '13.3' '11.6' '73.6' '12.5' '13.82' '12.7' '18.74' '17.7' '12.1' '17.5' '8' '10.5' '110' '8.7' '8.6' '19.4' '14.5' '21.6' '82.8' '15.2' '14.1' '15.3' '14.6' '14.2' '93' '11.81'] ['nd' '78' '>99' '31' '35' '69' '40' '19' '99' '15' '32' ' -' '29' '9' '0' '6' '67.51' '33.04' '33' '21' '90' '36' '46' '1.86'] ['nd' '39' '3' '11' '2' '<1' '22' '19' '5' '17' '4' '9' '29' '619' ' -' '7' '-' '16' '6' '1' '10' '8'] ['nd' 'yes' 'no' ' -' '-'] ['nd' '1' '0.4' 'na' '13' '8' '2' '3' '5' ' -' '-' '0.5'] ['nd' 'yes' 'no' ' -' '-'] ['nd' 'negative' '0.0009' '0.0014' ' -' '0.0036' 'positive' '0.0006' '0.0069' '0.0037' '0.0041' '0.004'] ['n' 'y' 'nd'] ['nd' '386' '91' '354' '196' '6' '341' '489' '408' '21' '77' '556' '665' '658' '76' '644' '920' '555' '895' '899' '615' '793' '539' '872' '495' '414' '0' '552' '573' '478' '477' '547' '463' '522' '462' '461' '407' '458' '409' '502' '746' '499' '490' '69' '519' '607' '601' '517' '596' '505' '587' '747' '890' '677' '739' '725' '651' '645' '624' '600' '231' '617' '678' '940' '576' '423' '776' '421' '455' '553' '270' '264' '263' '928' '243' '902' '926' '520' '884' '885' '249' '881' '230' '86' '671' '320' '779' '313' '223' '476' '311' '325' '673' '643' '272' '954' '861' '898' '537' '434' '510' '332' '543' '922' '602' '523' '810' '424' '229' '395' '472' '345' '339' '544' '427' '449' 'na' '540' '512' '422' '497' '513' '511' '532' '536' '447' '525' '435' '526' '529' '433' '436' '516' '430'] ['nd' 'na' 'dfmp'] ['nd' '39' '196' '87' '80' '183' '35' '164' '152' '240' '159' '117' '125' '236' '135' '194' '195' '133' '209' '169' '84' '138' '307' '127' '234' '83' '126' '85' '182' '221' '69' '46' '178' '106' '175' '60' '49' '76' '167' '64' '148' '179' '217' '128' '122' '105' '118' '172' '119' '137' '134' '208' '170' '160' '156' '192' '207' '197' '115' '201' '187' '193' '123' '223' '154' '139' '104' '222' '274' '99' '124' '161' '229' '202' '58' '184' '168' '162' '190' '158' '165' '141' '101' '220' '215' '136' '144' '89' 'na' '237' '232' '199' '153' '107' '166' '218' '146' '62' '131' '112' '219' '205' '145' '33' '114' '103' '147' '67' '213' '230' '54' '61' '111' '174' '98' '100' '188' '142' '81' '113' '130' '155' '129' '216' '102' '173' '227' '82' '50' '151' '224' '163' '211' '185' '235' '140' '212' '143' '92' '177' '255' '203' '186' '204' '214' '109' '198' '206' '228' '157' '94' '88' '72' '171' '44' '180' '132' '93' '41' '95' '264' '176' '191' '242' '149' '150' '181'] ['nd' 'na' 'o2_uc60' 'o2_uc55' 'o2_uc9' 'o2_uc58' 'o2_uc59' 'o2_uc56' 'o2_uc57' 'v1_cd25' 'v1_cd15' 'o2_uc54' 'v1_cd21' 'v1_cd18' 'v1_cd17' 'o2_uc34' 'o2_uc53' 'o2_uc40' 'o2_uc38' 'o2_uc37' 'o2_uc36' 'o2_uc35' 'o2_uc3' 'o2_uc32' 'o2_uc31' 'o2_uc30' 'o2_uc4' 'o2_uc41' 'o2_uc5' 'o2_uc52' 'o2_uc51' 'o2_uc50' 'o2_uc49' 'o2_uc48' 'o2_uc47' 'o2_uc46' 'o2_uc44' 'o2_uc43' 'v1_uc52' 'v1_cd35' 'v1_uc4' 'v1_uc35' 'v1_uc3' 'v1_uc49' 'o2_uc29' 'v1_uc55' 'v1_uc5' 'v1_uc53' 'v1_uc51' 'v1_uc31' 'v1_uc13' 'v1_uc12' 'v1_uc11' 'v1_uc10' 'v1_cd7' 'v1_cd6' 'v1_uc15' 'v1_uc26' 'v1_uc2' 'v1_uc23' 'v1_uc17' 'o2_uc27' 'o2_uc2' 'o2_uc1' 'o2_uc12' 'o2_uc11' 'o2_uc13' 'o2_uc14' 'o2_uc26' 'o2_uc24' 'o2_uc23' 'o2_uc22' 'o2_uc21' 'o2_uc20' 'o2_uc19' 'o2_uc18' 'o2_uc17' 'o2_uc16'] ['nd' 'white' 'unknown'] ['nd' '9c' '13c' '10d' '10c' '2c' '13d' '15a' '4a' '3c' '22b' '21d' '21c' '21b' '3b' '20d' '20c' '20b' '20a' '19d' '19c' '19b' '14c' '19a' '3a' '18b' '18a' '17d' '17c' '17b' '17a' '16d' '16c' '16b' '16a' '15d' '15c' '15b' '18d' '9d' '10a' '1d' '1c' '1b' '1a' '11ap' '11bp' '11cp' '11dp' '4b' '4c' '4d' '5a' '5b' '5c' '6a' '6b' '2a' '6d' '7a' '7b' '7c' '7d' '8a' '8b' '8d' '9a' '2b' '9b' '5d' '10b'] ['nd' 's504' 's505' 's502' 's508' 's507' 's506' 's501' 's503'] ['nd' 'n707' 'n703' 'n712' 'n711' 'n704' 'n709' 'n702' 'n710' 'n706' 'n708' 'n705' 'n701'] ['nd' '9c' '13c' '10d' '10c' '2c' '13d' '15a' '4a' '3c' '22b' '21d' '21c' '21b' '3b' '20d' '20c' '20b' '20a' '19d' '19c' '19b' '14c' '19a' '3a' '18b' '18a' '17d' '17c' '17b' '17a' '16d' '16c' '16b' '16a' '15d' '15c' '15b' '18d' '9d' '10a' '1d' '1c' '1b' '1a' '11ap' '11bp' '11cp' '11dp' '4b' '4c' '4d' '5a' '5b' '5c' '6a' '6b' '2a' '6d' '7a' '7b' '7c' '7d' '8a' '8b' '8d' '9a' '2b' '9b' '5d' '10b'] ['nd' '2,14' '3' '1,98' '2,39' '1,21' '0,447' '1,33' 'tl' '1,94' '2,57' '0,253' '0,6' '1,04' '0,386' '1,12' '1,81' '2,27' '1,73' '0,466' '2,5' '0,764' '0,575' '0,054' '0,388' '3,36' '0,208' '4,58' '0,688' '2,84' '1,7' '1,09' '2,28' '0,059' '2,51' '1,48' '3,02' '2,05' '2,26' '3,67' '2' '0,261' '0,131' '0,158' '2,09' '2,32' '3,68' '2,89' '0,141' '1,77' '1,97' '2,31' '1,96' '0,282' '1,86' '0,525' '1,71' '0,057' '0,689' '3,09' '3,21' '0,709'] ['nd' 'steph_b2_31_ctctctac-agagtaga' 'steph_b2_39_aggcagaa-gtaaggag' 'steph_b2_36_gtagagga-agagtaga' 'steph_b2_35_aagaggca-agagtaga' 'steph_b2_3_aggcagaa-ctctctat' 'steph_b2_40_tcctgagc-gtaaggag' 'steph_b2_45_gctacgct-gtaaggag' 'steph_b2_9_gctacgct-ctctctat' 'steph_b2_7_ctctctac-ctctctat' 'steph_b2_74_cgtactag-ctaagcct' 'steph_b2_72_gtagagga-aaggagta' 'steph_b2_71_aagaggca-aaggagta' 'steph_b2_70_cgaggctg-aaggagta' 'steph_b2_6_taggcatg-ctctctat' 'steph_b2_68_cagagagg-aaggagta' 'steph_b2_67_ctctctac-aaggagta' 'steph_b2_66_taggcatg-aaggagta' 'steph_b2_65_ggactcct-aaggagta' 'steph_b2_64_tcctgagc-aaggagta' 'steph_b2_63_aggcagaa-aaggagta' 'steph_b2_62_cgtactag-aaggagta' 'steph_b2_43_ctctctac-gtaaggag' 'steph_b2_61_taaggcga-aaggagta' 'steph_b2_5_ggactcct-ctctctat' 'steph_b2_58_cgaggctg-actgcata' 'steph_b2_57_gctacgct-actgcata' 'steph_b2_56_cagagagg-actgcata' 'steph_b2_55_ctctctac-actgcata' 'steph_b2_54_taggcatg-actgcata' 'steph_b2_53_ggactcct-actgcata' 'steph_b2_52_tcctgagc-actgcata' 'steph_b2_51_aggcagaa-actgcata' 'steph_b2_50_cgtactag-actgcata' 'steph_b2_49_taaggcga-actgcata' 'steph_b2_48_gtagagga-gtaaggag' 'steph_b2_47_aagaggca-gtaaggag' 'steph_b2_46_cgaggctg-gtaaggag' 'steph_b2_60_gtagagga-actgcata' 'steph_b2_32_cagagagg-agagtaga' 'steph_b2_33_gctacgct-agagtaga' 'steph_1_aggcagaa-tagatcgc_l006' 'steph_2_tcctgagc-tagatcgc_l006' 'steph_3_ggactcct-tagatcgc_l006' 'steph_4_taggcatg-tagatcgc_l006' 'steph_5_ctctctac-tagatcgc_l006' 'steph_6_cagagagg-tagatcgc_l006' 'steph_7_taaggcga-ctctctat_l006' 'steph_8_cgtactag-ctctctat_l006' 'steph_b2_10_cgaggctg-ctctctat' 'steph_b2_11_aagaggca-ctctctat' 'steph_b2_12_gtagagga-ctctctat' 'steph_b2_13_taaggcga-tatcctct' 'steph_b2_14_cgtactag-tatcctct' 'steph_b2_15_aggcagaa-tatcctct' 'steph_b2_17_ggactcct-tatcctct' 'steph_b2_18_taggcatg-tatcctct' 'steph_b2_1_taaggcga-ctctctat' 'steph_b2_20_cagagagg-tatcctct' 'steph_b2_21_gctacgct-tatcctct' 'steph_b2_22_cgaggctg-tatcctct' 'steph_b2_23_aagaggca-tatcctct' 'steph_b2_24_gtagagga-tatcctct' 'steph_b2_25_taaggcga-agagtaga' 'steph_b2_26_cgtactag-agagtaga' 'steph_b2_28_tcctgagc-agagtaga' 'steph_b2_29_ggactcct-agagtaga' 'steph_b2_2_cgtactag-ctctctat' 'steph_b2_30_taggcatg-agagtaga' 'steph_b2_16_tcctgagc-tatcctct' 'steph_b2_34_cgaggctg-agagtaga'] ['nd' '14760038' '17583790' '18596616' '16941790' '13544362' '19706278' '15546056' '15301044' '12002488' '13845606' '20615142' '16446126' '13497488' '15895492' '18795564' '13655680' '21731568' '20654972' '17672600' '14114066' '17483726' '13087612' '20618408' '7525294' '23526606' '18941816' '7843972' '18660256' '14665822' '10296084' '18571760' '22732860' '21256020' '11999718' '15925386' '10969440' '15031934' '19793078' '19638664' '15430266' '29119636' '25988980' '26799156' '27486984' '25653734' '16751638' '27726714' '26217324' '16214048' '15312740' '17633996' '16554232' '18577818' '21948934' '20049520' '14183612' '12231074' '13597260' '15336646' '15863898' '25371790' '19145756' '21280240' '15960492' '19155042' '13276938' '22121046' '14371040' '20381680' '19327782'] ['nd' '13582386' '16735482' '17294128' '15770716' '12698760' '18520686' '14682962' '14386960' '11339538' '12755480' '19237980' '15312008' '12672174' '14777134' '17757960' '12905462' '20046102' '19485238' '16764020' '13206284' '16466688' '12151700' '19551712' '6990074' '21428454' '17218246' '7353516' '17155074' '13739830' '9737570' '16051058' '21317968' '20114124' '11416510' '14962622' '10271598' '14053498' '18578454' '18278412' '14495850' '27207474' '24822000' '25258266' '25812790' '23435278' '15343480' '25992462' '24585888' '15230508' '14112620' '14994126' '15358614' '17446796' '20660252' '18437344' '12781342' '11632286' '12612020' '14537758' '14996658' '23618768' '17684918' '19789250' '14842178' '17713544' '11927320' '20823344' '13298112' '18880874' '17965282'] ['nd' '50115' '140215' '86209' '423799' '20548' '1102055' '422757' '3636180' '17344' '106485' '594316' '85713' '2643403' '134909' '38564' '482224' '9437730' '202642' '206109' '3161095' '4584566' '48865' '6386760' '76946' '20660516' '14696479' '173849' '4344065' '80664' '2199691' '10322010' '57586' '8140379' '2857153' '1222010' '1131117' '700158' '662963' '81880' '7568839' '97206' '97001' '1203448' '322827' '21789990' '13486694' '90911' '79001' '2016820' '541206' '7950063' '4413343' '320716' '36240' '104956' '9909075' '480108' '4264446' '909262' '4558560' '50549' '94196' '169440' '124172' '85246' '7462031' '5293360' '3225039' '54772' '616534'] ['nd' '50113' '140212' '86208' '423797' '20543' '1102055' '422757' '3636180' '17343' '106476' '594312' '85711' '2643402' '134906' '38562' '482223' '9437726' '202640' '206109' '3161094' '4584564' '48859' '6386760' '76943' '20660504' '14696475' '173848' '4344062' '80663' '2199691' '10322007' '57584' '8140376' '2857152' '1222007' '1131117' '700157' '662960' '81880' '7568839' '97206' '97001' '1203446' '322826' '21789989' '13486694' '90911' '79000' '2016819' '541202' '7950037' '4413343' '320712' '36240' '104953' '9909073' '480107' '4264445' '909261' '4558556' '50547' '94191' '169440' '124171' '85246' '7462021' '5293360' '3225039' '54765' '616534'] ['nd' '50066' '139792' '86166' '423738' '20450' '1101517' '422748' '3635975' '17343' '106452' '589094' '85127' '2642133' '134897' '38513' '479129' '9437144' '202531' '206067' '3152255' '4584001' '48839' '6386372' '76943' '20660189' '14696104' '172561' '4342678' '80613' '2199691' '10320856' '57547' '8140341' '2857127' '1215985' '1131069' '700123' '657681' '81835' '7568153' '97206' '97001' '1203446' '322826' '21789989' '13486694' '90911' '79000' '2016642' '541139' '7950020' '4413307' '320706' '36233' '104942' '9908890' '480104' '4259971' '909257' '4558539' '50540' '94181' '168959' '124161' '85208' '7462016' '5293087' '3225031' '54759' '616387'] ['nd' '0,34' '0,80' '0,46' '2,50' '0,15' '5,59' '2,72' '23,76' '0,14' '0,77' '2,86' '0,52' '19,57' '0,85' '0,20' '3,51' '43,43' '0,98' '1,17' '22,33' '26,22' '0,37' '30,97' '1,02' '87,82' '77,59' '2,20' '23,27' '0,55' '21,36' '55,57' '0,25' '38,30' '23,81' '7,64' '10,31' '4,66' '3,32' '0,42' '49,05' '0,33' '4,49' '84,94' '80,51' '0,30' '12,44' '3,53' '45,08' '26,66' '1,73' '0,17' '69,86' '3,93' '31,33' '5,93' '28,74' '0,49' '0,79' '0,78' '0,44' '56,20' '23,93' '22,44' '0,27' '3,19'] ['nd' '0,37' '0,84' '0,50' '2,69' '0,16' '5,95' '2,88' '25,27' '0,15' '0,83' '3,06' '0,56' '20,85' '0,91' '0,22' '3,71' '47,08' '1,04' '1,23' '23,87' '27,84' '0,40' '32,66' '1,10' '96,41' '85,35' '2,35' '25,31' '0,59' '22,59' '64,30' '0,27' '40,47' '25,03' '8,13' '11,01' '4,98' '3,54' '0,45' '52,21' '0,36' '0,39' '4,76' '1,25' '92,98' '87,90' '0,35' '0,32' '13,24' '3,83' '53,02' '28,74' '1,84' '0,18' '0,57' '77,53' '4,13' '33,78' '6,25' '30,40' '0,21' '0,53' '0,85' '0,48' '62,56' '25,42' '24,25' '0,29' '3,43'] ['nd' 'c' 'd' 'a' 'b'] ['nd' 'p'] ['nd' '9cp' '13cp' '10dp' '10cp' '2cp' '13dp' '15ap' '4ap' '3cp' '22bp' '21dp' '21cp' '21bp' '3bp' '20dp' '20cp' '20bp' '20ap' '19dp' '19cp' '19bp' '14cp' '19ap' '3ap' '18bp' '18ap' '17dp' '17cp' '17bp' '17ap' '16dp' '16cp' '16bp' '16ap' '15dp' '15cp' '15bp' '18dp' '9dp' '10ap' '1ap' '1bp' '1cp' '1dp' '11ap' '11bp' '11cp' '11dp' '4bp' '4cp' '4dp' '5ap' '5bp' '5cp' '6ap' '6bp' '2ap' '6dp' '7ap' '7bp' '7cp' '7dp' '8ap' '8bp' '8dp' '9ap' '2bp' '9bp' '5dp' '10bp'] ['nd' '41573' '41625' '41626'] ['nd' 'comano' 'trento'] ['nd' '9' '13' '10' '2' '15' '4' '3' '22' '21' '20' '19' '14' '18' '17' '16' '1' '11' '5' '6' '7' '8'] ['nd' '8' '3' '6' '4' '15' '2' '20' '5' '12' '35' 'missing'] ['nd' '10' '4' '60' '2' '50' '20' '30' 'missing'] ['nd' '70' '40' '20' '30' '50' '41' '45' '35' '5' '42' '18' '39' '33' '56'] ['nd' 'no' 'yes'] ['nd' 'placche' 'placche_and_inversa'] ['nd' 'yes' 'no'] ['nd' 'stage_ii' ' -' 'stage_i' 'discovery' 'validation'] ['nd' 'y' 'n'] ['nd' 'n' 'y'] ['nd' 'n' 'y'] ['nd' 'autoimmune_related' 'hepatitis_e_virus_related' 'n' 'hepatitis_d_virus_related' 'schistosoma_related' 'schistosoma?hepatitis_e_virus_and_autoimmune_related' 'schistosoma?hepatitis_e_virus_related' 'drug_related' 'hepatolenticular_degeneration_related' 'hepatitis_c_virus_related' 'primary_biliary_cirrhosis_&_autoimmune_related'] ['nd' '1.46' '1.65' '1.1' '1.49' '1.11' '1.7' '1.08' '1.62' '1.19' '1.41' '1.91' '1.02' '1.3' '1.23' '1.42' '2.16' '1.32' '1.33' '1.6' '1.39' '1.04' '1.2' '1.14' '1.48' '1.22' '1.4' '0.99' '1.25' '1.09' '-' '1.15' '1.13' '1.31' '1.17' '1.75' '1.96' '1.35' '1.78' '2.35' '1.87' '1.43' '1.34' '1.45' '1.77' '1.44' '0.96' '0.92' '1.64' '2.05' '1.01' '1.05' '1.21' '1.28' '1.18' '2.1' '1.67' '1.16' '1.47' '1.69' '1.26' '1.8' '1.07' '1.58' '1.36' '1.71' '1.56'] ['nd' '70' '58' '61' '69' '72' '54' '68' '62' '94' '60' '50' '66' '63' '49' '57' '43' '84' '55' '30' '39' '64' '59' '36' '53' '76' '78' '79' '74' '98' '51' '46' '48' '95' '52' '44' '47' '77' '87' '85' '42' '81' '82' '71' '97' '65' '73' '106' '75' '40' '67' '38' '129' '163' '104' '114' '88' '117' '41' '32' '45' '37' '83' '89' '86' '80'] ['nd' '23.9' '15.2' '30.9' '20.7' '34.6' '25.5' '29.4' '34.1' '42.6' '35.2' '39.7' '43.8' '37.3' '34.4' '43.5' '25.9' '27.4' '36.7' '33.6' '25.8' '23.4' '38.1' '39.2' '42.2' '29.7' '22.9' '32.3' '36.2' '31.7' '28.6' '43.7' '49.2' '27.6' '52.5' '51.2' '49.7' '49' '47.3' '48.6' '53.6' '48.9' '44.1' '50.5' '49.4' '41.6' '48.7' '48' '46.4' '49.6' '37.5' '43.2' '41.5' '40.3' '29.8' '47.2' '52.8' '45.8' '53.2' '46.1' '42.1' '54.5' '31' '22.3' '17.7' '34.5' '23.7' '40.7' '37.1' '34.7' '35.1' '50' '27.3' '18.6' '37.9' '36' '35.3' '28.9' '18.8' '38.9' '36.8' '25' '32.5' '24.6' '22' '44.2' '46.2' '36.1' '38.4' '33.5' '36.6' '31.1' '31.2' '30.4' '35' '24.1' '34.8' '43.3' '30.2' '39.4' '33.8' '36.3' '42.8' '29.2' '43.6' '29.1' '29.6' '25.1' '40.9' '30.3' '31.3' '44.8' '28.3' '24.3' '47.4' '51.1' '43.9' '45.6' '48.2' '48.3' '52.1' '47.9' '50.9' '42.4' '46.5' '52' '49.1' '52.3' '50.3' '47' '51.9' '54.3' '53.4' '48.5' '49.3' '44.5' '47.5' '49.9' '48.1' '51.4' '50.8' '46.3' '51.7' '45' '46.7' '57.6' '46.9' '47.8' '45.9' '42.7' '54.1' '50.2' '50.4' '53.8' '44.3' '50.1' '45.4'] ['nd' '23' '87' '12' '39' '25' '106' '49' '347' '11' '580' '37' '55' '13' '21' '131' '18' '59' '96' '54' '124' '20' '16' '22' '90' '33' '34' '56' '32' '27' '9' '7' '10' '8' '15' '75' '14' '17' '35' '83' '183' '91' '99' '44' '107' '36' '24' '311' '597' '5' '26' '28' '401' '585' '50' '176' '71' '73' '30' '108' '118' '125' '98' '70' '72' '58' '6' '19' '29'] ['nd' '17' '19.4' '12.7' '17.4' '12.8' '20' '12.4' '19' '13.8' '16.4' '22.6' '11.8' '15.2' '13.7' '14.3' '16.6' '15.3' '18.8' '15.9' '16.2' '12' '13.2' '16.9' '14' '16.3' '11.4' '17.7' '12.6' '-' '14.2' '13.1' '17.3' '13.3' '13.6' '15.4' '13.5' '14.7' '20.1' '23.3' '21' '15' '27' '11.9' '11.6' '17.1' '21.2' '22.2' '11' '18.7' '19.6' '15.1' '14.4' '23.2' '12.1' '14.1' '14.9' '12.5' '24.2' '15.7' '19.2' '16.8' '13.9' '21.3' '18.6' '18.9' '15.5' '17.8' '13.4'] ['nd' 'absent' 'sever' 'mild' '-'] ['nd' 'none' 'grade_1' '-'] ['nd' '7' '12' '6' '8' '9' '5' '13' '10' '-' '14' '11'] ['nd' '9.5' '14.1' '2.6' '11.6' '7' '14.5' '8.7' '19.8' '3.3' '14.8' '23.4' '-0.6' '8.3' '4.4' '5.5' '18.5' '0.5' '7.4' '17.7' '9.9' '7.2' '-0.4' '5.1' '6.9' '7.6' '10.2' '10.1' '4.2' '5.9' '11.8' '9.4' '6.5' '-' '5.6' '0.6' '11.1' '0.1' '3.6' '4.5' '0.3' '-0.8' '12.1' '17.2' '21.1' '9.1' '3.8' '-0.2' '18.6' '13.2' '7.1' '1.8' '3.2' '9.7' '17.4' '10' '20' '7.7' '12.5' '-2.3' '4.1' '-6.1' '15.6' '3.1' '16.8' '7.8' '21.8' '6.6' '4.3' '7.3' '1.6' '-4.1' '11.7' '12.6' '2.3' '7.9' '4.7' '14.2' '15.3' '13.5' '6.1' '15.9' '6.2' '13.3' '5.4' '4' '3.5' '11.3' '1.3' '13.1' '6.8' '12' '11.9' '3.9'] ['nd' 'none' 'lamivudine_adefovir' 'telbivudine' 'lamivudine' 'entecavir' 'lamivudine_foscarnet_sodium' '-' 'adefovir'] ['nd' 'none' 'propranolol' '-'] ['nd' 'hv09_ch_r_u_ss_sebaceous' 'hv09_al_r_u_ss_sebaceous' 'hv09_hp_r_u_ss_dry' 'hv09_id_r_u_ss_moist' 'hv09_gb_c_u_ss_sebaceous' 'hv09_ac_r_u_ss_moist' 'hv09_ea_r_u_sw_sebaceous' 'broad_mock_fmcv13_u_na_na' 'hv07_ph_r_u_ss_moist' 'hv07_mb_null_u_ss_sebaceous' 'hv07_gb_null_u_ss_sebaceous' 'hv07_oc_null_u_ss_sebaceous' 'hv07_tw_r_u_ss_moist' 'hv07_ba_null_u_ss_sebaceous' 'hv07_ax_r_u_ss_moist' 'hv07_pc_r_u_ss_moist' 'hv09_vf_r_u_ss_dry' 'baylor_mock_bmcv13_u_na_na' 'hv09_tw_r_u_ss_moist' 'hv10_ic_r_u_ss_moist' 'hv09_mb_c_u_ss_sebaceous' 'hv07_ic_r_u_ss_moist' 'hv10_mb_c_u_ss_sebaceous' 'hv10_ra_r_u_ss_sebaceous' 'hv10_tw_r_u_ss_moist' 'hv10_vf_r_u_ss_dry' 'hv10_ac_r_u_ss_moist' 'hv10_hp_r_u_ss_dry' 'hv10_id_r_u_ss_moist' 'hv09_ra_r_u_ss_sebaceous' 'hv10_ea_r_u_sw_sebaceous' 'hv10_ch_r_u_ss_sebaceous' 'hv10_gb_c_u_ss_sebaceous' 'hv09_tn_r_u_cut_toenail' 'hv09_pc_r_u_ss_moist' 'hv09_ba_c_u_ss_sebaceous' 'hv09_oc_c_u_ss_sebaceous' 'hv09_ph_r_u_ss_moist' 'hv09_ic_r_u_ss_moist' 'hv10_al_r_u_ss_sebaceous' 'hv07_hp_r_u_ss_dry' 'hv08_vf_l_u_ss_dry' 'hv07_vf_r_u_ss_dry' 'hv08_ch_r_u_ss_sebaceous' 'hv08_n_l_u_sw_moist' 'hv08_tw_l_u_ss_moist' 'hv08_al_l_u_ss_sebaceous' 'hv08_hp_l_u_ss_dry' 'hv08_n_r_u_sw_moist' 'hv08_tw_r_u_ss_moist' 'hv08_al_r_u_ss_sebaceous' 'hv08_ch_l_u_ss_sebaceous' 'hv08_ic_r_u_ss_moist' 'hv06_oc_null_u_ss_sebaceous' 'hv06_oc_null_a_ss_sebaceous' 'hv06_ph_r_u_ss_moist' 'hv06_mb_null_u_ss_sebaceous' 'hv06_hp_r_u_ss_dry' 'hv06_ra_r_u_ss_sebaceous' 'hv06_ea_r_u_sw_sebaceous' 'hv06_al_r_u_ss_sebaceous' 'hv08_hp_r_u_ss_dry' 'hv07_ac_r_u_ss_moist' 'hv08_pc_l_u_ss_moist' 'hv08_ra_l_u_ss_sebaceous' 'hv07_ra_r_u_ss_sebaceous' 'hv07_ea_r_u_sw_sebaceous' 'hv07_al_r_u_ss_sebaceous' 'hv07_ch_r_u_ss_sebaceous' 'hv07_n_r_u_sw_moist' 'hv07_tw_l_u_ss_moist' 'hv07_ax_l_u_ss_moist' 'hv07_pc_l_u_ss_moist' 'hv10_ph_r_u_ss_moist' 'hv07_ph_l_u_ss_moist' 'hv07_hp_l_u_ss_dry' 'hv07_ac_l_u_ss_moist' 'hv07_vf_l_u_ss_dry' 'hv07_ra_l_u_ss_sebaceous' 'hv07_ea_l_u_sw_sebaceous' 'hv07_al_l_u_ss_sebaceous' 'hv07_ch_l_u_ss_sebaceous' 'hv07_n_l_u_sw_moist' 'hv07_ic_l_u_ss_moist' 'hv10_oc_c_u_ss_sebaceous' 'hv12_ac_r_u_ss_moist' 'hv10_pc_r_u_ss_moist' 'hv14_pc_r_u_ss_moist' 'hv14_oc_c_u_ss_sebaceous' 'hv14_mb_c_u_ss_sebaceous' 'hv14_id_r_u_ss_moist' 'hv14_ic_r_u_ss_moist' 'hv14_hp_r_u_ss_dry' 'hv14_gb_c_u_ss_sebaceous' 'hv14_ea_r_u_sw_sebaceous' 'hv14_ph_r_u_ss_moist' 'hv14_ch_r_u_ss_sebaceous' 'hv14_al_r_u_ss_sebaceous' 'hv14_ac_r_u_ss_moist' 'hv13_vf_r_u_ss_dry' 'hv13_tw_r_u_ss_moist' 'hv13_tn_r_u_cut_toenail' 'hv13_ra_r_u_ss_sebaceous' 'hv13_ph_r_u_ss_moist' 'hv13_pc_r_u_ss_moist' 'hv14_ba_c_u_ss_sebaceous' 'hv13_oc_c_u_ss_sebaceous' 'hv14_ra_r_u_ss_sebaceous' 'hv14_tw_r_u_ss_moist' 'hv15_vf_r_u_ss_dry' 'hv15_tw_r_u_ss_moist' 'hv15_tn_r_u_cut_toenail' 'hv15_ra_r_u_ss_sebaceous' 'hv15_ph_r_u_ss_moist' 'hv15_pc_r_u_ss_moist' 'hv15_oc_c_u_ss_sebaceous' 'hv15_mb_c_u_ss_sebaceous' 'hv14_tn_r_u_cut_toenail' 'hv15_id_r_u_ss_moist' 'hv15_hp_r_u_ss_dry' 'hv15_gb_c_u_ss_sebaceous' 'hv15_ea_r_u_sw_sebaceous' 'hv15_ch_r_u_ss_sebaceous' 'hv15_ba_c_u_ss_sebaceous' 'hv15_al_r_u_ss_sebaceous' 'hv15_ac_r_u_ss_moist' 'hv14_vf_r_u_ss_dry' 'hv15_ic_r_u_ss_moist' 'hv13_mb_c_u_ss_sebaceous' 'hv13_id_r_u_ss_moist' 'hv13_ic_r_u_ss_moist' 'hv06_n_r_u_sw_moist' 'hv11_tn_r_u_cut_toenail' 'hv11_pc_r_u_ss_moist' 'hv11_ba_c_u_ss_sebaceous' 'hv11_oc_c_u_ss_sebaceous' 'hv11_ph_r_u_ss_moist' 'hv11_ic_r_u_ss_moist' 'hv11_mb_c_u_ss_sebaceous' 'hv12_al_r_u_ss_sebaceous' 'hv11_ra_r_u_ss_sebaceous' 'hv11_vf_r_u_ss_dry' 'hv11_hp_r_u_ss_dry' 'hv11_id_r_u_ss_moist' 'hv11_ea_r_u_sw_sebaceous' 'hv11_al_r_u_ss_sebaceous' 'hv11_ch_r_u_ss_sebaceous' 'hv11_gb_c_u_ss_sebaceous' 'hv10_tn_r_u_cut_toenail' 'hv11_tw_r_u_ss_moist' 'hv12_ba_c_u_ss_sebaceous' 'hv12_ch_r_u_ss_sebaceous' 'hv12_ea_r_u_sw_sebaceous' 'hv13_hp_r_u_ss_dry' 'hv13_gb_c_u_ss_sebaceous' 'hv13_ea_r_u_sw_sebaceous' 'hv13_ch_r_u_ss_sebaceous' 'hv13_ba_c_u_ss_sebaceous' 'hv13_al_r_u_ss_sebaceous' 'hv13_ac_r_u_ss_moist' 'hv12_vf_r_u_ss_dry' 'hv12_tw_r_u_ss_moist' 'hv12_tn_r_u_cut_toenail' 'hv12_ra_r_u_ss_sebaceous' 'hv12_ph_r_u_ss_moist' 'hv12_pc_r_u_ss_moist' 'hv12_oc_c_u_ss_sebaceous' 'hv12_mb_c_u_ss_sebaceous' 'hv12_id_r_u_ss_moist' 'hv12_ic_r_u_ss_moist' 'hv12_hp_r_u_ss_dry' 'hv12_gb_c_u_ss_sebaceous' 'hv10_ba_c_u_ss_sebaceous' 'hv06_gb_null_u_ss_sebaceous' 'hv08_ac_l_u_ss_moist' 'sh02_ic_l_a_ss_moist' 'hv03_ra_r_u_ss_sebaceous' 'hv03_ic_r_u_ss_moist' 'hv03_tw_r_u_ss_moist' 'hv03_al_r_u_ss_sebaceous' 'hv03_vf_r_u_ss_dry' 'hv03_ac_r_u_ss_moist' 'hv03_hp_r_u_ss_dry' 'hv03_id_r_u_ss_moist' 'hv03_mb_null_u_ss_sebaceous' 'hv03_ph_r_u_ss_moist' 'hv03_tn_r_u_qq_toenail' 'hv03_oc_null_u_ss_sebaceous' 'hv03_ba_null_u_ss_sebaceous' 'hv03_pc_r_u_ss_moist' 'hv02_n_r_u_sw_moist' 'hv02_al_r_u_ss_sebaceous' 'hv02_ra_r_u_ss_sebaceous' 'hv02_mb_null_u_ss_sebaceous' 'hv02_ic_r_u_ss_moist' 'hv02_ph_r_u_ss_moist' 'hv02_tw_r_u_ss_moist' 'hv02_tn_r_u_qq_toenail' 'hv02_ba_null_u_ss_sebaceous' 'hv02_gb_null_u_ss_sebaceous' 'hv02_ch_r_u_ss_sebaceous' 'hv03_ea_r_u_sw_sebaceous' 'hv03_ch_r_u_ss_sebaceous' 'hv03_n_r_u_sw_moist' 'hv03_gb_null_u_ss_sebaceous' 'hv02_vf_l_u_ss_dry' 'hv04_ac_l_u_ss_moist' 'hv04_ph_l_u_ss_moist' 'lowstaggered_mock_mock_u_na_na' 'hv04_ac_l:wga_u_ss_moist' 'hv04_ph_l:wga_u_ss_moist' 'hv04_n_l:wga_u_sw_moist' 'lowstaggered_mock_mock:wga_u_na_na' 'hv01_gb_null_u_ss_sebaceous' 'hv01_n_r_u_sw_moist' 'hv01_ch_r_u_ss_sebaceous' 'hv01_al_r_u_ss_sebaceous' 'hv02_ea_r_u_sw_sebaceous' 'hv01_ea_r_u_sw_sebaceous' 'hv01_mb_null_u_ss_sebaceous' 'hv01_ph_r_u_ss_moist' 'hv01_tn_r_u_qq_toenail' 'hv01_vf_r_u_ss_dry' 'hv01_ac_r_u_ss_moist' 'hv01_hp_r_u_ss_dry' 'hv01_id_r_u_ss_moist' 'hv01_ic_r_u_ss_moist' 'hv01_tw_r_u_ss_moist' 'hv01_oc_null_u_ss_sebaceous' 'hv01_ba_null_u_ss_sebaceous' 'hv01_pc_r_u_ss_moist' 'hv01_ra_r_u_ss_sebaceous' 'hv02_ac_r_u_ss_moist' 'sh02_n_null_u_sw_moist' 'hv02_id_r_u_ss_moist' 'hv05_ph_r_u_ss_moist' 'hv05_tn_r_u_qq_toenail' 'hv05_pc_r_u_ss_moist' 'sh01_ac_r_a_ss_moist' 'sh01_ac_l_a_ss_moist' 'sh01_vf_r_u_ss_dry' 'sh01_vf_l_u_ss_dry' 'sh01_ra_r_a_ss_sebaceous' 'sh01_ra_l_a_ss_sebaceous' 'sh01_n_null_u_sw_moist' 'sh01_pc_r_a_ss_moist' 'sh01_pc_l_a_ss_moist' 'sh01_ic_r_a_ss_moist' 'sh01_ic_l_a_ss_moist' 'sh02_ac_r_u_ss_moist' 'sh02_ac_l_a_ss_moist' 'sh02_vf_r_u_ss_dry' 'sh02_vf_l_u_ss_dry' 'sh02_ra_r_a_ss_sebaceous' 'sh02_ra_l_a_ss_sebaceous' 'sh02_pc_r_a_ss_moist' 'sh02_pc_l_a_ss_moist' 'sh02_oc_null_a_ss_sebaceous' 'sh02_ic_r_a_ss_moist' 'hv02_hp_r_u_ss_dry' 'hv05_ic_r_u_ss_moist' 'hv05_mb_null_u_ss_sebaceous' 'sh01_oc_null_a_ss_sebaceous' 'hv05_ac_r_u_ss_moist' 'hv02_pc_r_u_ss_moist' 'hv02_oc_null_u_ss_sebaceous' 'hv05_id_r_u_ss_moist' 'hv04_gb_null_u_ss_sebaceous' 'hv04_n_r_u_sw_moist' 'hv04_ch_r_u_ss_sebaceous' 'hv04_al_r_u_ss_sebaceous' 'hv04_ea_r_u_sw_sebaceous' 'hv04_mb_null_u_ss_sebaceous' 'hv04_ic_r_u_ss_moist' 'hv04_ph_r_u_ss_moist' 'hv04_tw_r_u_ss_moist' 'hv04_tn_r_u_qq_toenail' 'hv04_ra_r_u_ss_sebaceous' 'hv04_oc_null_u_ss_sebaceous' 'hv05_ba_null_u_ss_sebaceous' 'hv05_oc_null_u_ss_sebaceous' 'hv05_tw_r_u_ss_moist' 'hv05_hp_r_u_ss_dry' 'hv05_ea_r_u_sw_sebaceous' 'hv05_al_r_u_ss_sebaceous' 'hv05_ra_r_u_ss_sebaceous' 'hv05_n_r_u_sw_moist' 'hv05_gb_null_u_ss_sebaceous' 'hv04_pc_r_u_ss_moist' 'hv04_ba_null_u_ss_sebaceous' 'hv05_ch_r_u_ss_sebaceous'] ['nd' '30s' 'na' '20s' '10s'] ['nd' 'ch_r' 'al_r' 'hp_r' 'id_r' 'gb_c' 'ac_r' 'ea_r' 'fmcv13' 'ph_r' 'mb_null' 'gb_null' 'oc_null' 'tw_r' 'ba_null' 'ax_r' 'pc_r' 'vf_r' 'bmcv13' 'ic_r' 'mb_c' 'ra_r' 'tn_r' 'ba_c' 'oc_c' 'vf_l' 'n_l' 'tw_l' 'al_l' 'hp_l' 'n_r' 'ch_l' 'pc_l' 'ra_l' 'ax_l' 'ph_l' 'ac_l' 'ea_l' 'ic_l' 'mock' 'ac_l:wga' 'ph_l:wga' 'n_l:wga' 'mock:wga' 'n_null'] ['nd' 'u' 'a'] ['nd' 'ss' 'sw' 'mock' 'cut' 'qq'] ['nd' 'sebaceous' 'dry' 'moist' 'mock' 'toenail'] ['nd' '51762162' '53035658' '1279096494' '965080490' '111525130' '369855914' '169749190' '91861882' '125103256' '87275780' '121509614' '98029018' '93922998' '89222670' '96362786' '93215832' '47710988' '91099494' '57696340' '48629272' '135424308' '92249954' '48205330' '59400000' '33287052' '36527992' '358464548' '127477880' '392988842' '124399922' '47872394' '49826568' '87986836' '42031740' '347838118' '43872190' '44322330' '44423544' '57709244' '49867102' '89410374' '26936070' '102370620' '19623068' '20231058' '19408204' '19297898' '18867842' '31681434' '28435948' '57224444' '21668874' '28706880' '311830464' '153017112' '125837660' '197759328' '106862090' '105669948' '83404598' '95081584' '32423862' '90493196' '22014990' '23212526' '109543136' '32724912' '84871092' '90877494' '88628212' '70914644' '246324498' '110208268' '78898268' '92440216' '74417754' '107633006' '85291416' '62998668' '225311468' '77738596' '93722024' '124230474' '73312500' '39620338' '108093778' '410968444' '317674412' '47020794' '60708640' '162939272' '31484336' '143200870' '115710464' '80369202' '41074338' '85490394' '63230942' '475653590' '35644708' '45000650' '41392666' '34089412' '40696752' '122568758' '182532008' '37118580' '44710370' '62546500' '32220854' '39855758' '46097548' '44519052' '43381114' '383839724' '48894030' '100570322' '41175968' '113715326' '119315916' '40215846' '48393216' '39905278' '69876962' '33565124' '398284360' '48984130' '93789520' '52612186' '121276038' '34536186' '135078938' '32908654' '374148092' '54979922' '39363950' '43802218' '35630494' '45398148' '54983368' '35021652' '45180046' '122454920' '102874082' '38051004' '33499386' '39774542' '44457696' '42171678' '36135184' '47155120' '41214768' '35098684' '475099994' '49082480' '33652886' '34298720' '46620522' '50448834' '124511552' '50673680' '47329948' '142951150' '66557292' '36586106' '121548568' '42599010' '56729264' '102926220' '35047008' '411640326' '47820862' '32368024' '128449726' '19769226' '156763966' '59624498' '23043776' '21935024' '51373192' '31575588' '34353336' '38585924' '30819706' '56742314' '39987626' '25835238' '22219450' '167038760' '14915582' '25294356' '35568712' '24406828' '22508384' '21492256' '13715094' '23749634' '17489148' '36925240' '24639454' '37557182' '59689944' '51848384' '88153576' '58519898' '379164' '19117464' '44324108' '57317006' '78928114' '83573332' '79470486' '84218532' '37809640' '44725978' '40168234' '40494172' '53368828' '57169932' '44270672' '49298870' '39294508' '34539920' '31055058' '15862342' '32484470' '22741266' '21986570' '31514460' '26454202' '35153578' '44381986' '33365652' '23943022' '25948226' '23508032' '28177736' '32051986' '66774622' '163479952' '94186676' '52861482' '33030322' '56827032' '46307206' '51428672' '48713976' '78325828' '35845120' '23694576' '13844418' '15123010' '19202150' '26233180' '31566194' '18834202' '88764608' '61302946' '122277240' '33847884' '60581754' '25585694' '50012152' '39032652' '23962266' '41772196' '51594592' '29936952' '60140602' '51405392' '83563020' '42050864' '29992438' '25397028' '15533570' '15495932' '33719366' '177878284' '42032594' '26331068' '38854772' '23658748' '32189860' '48340248' '18163190' '49792140' '30115136' '26707488' '39374662' '32012588' '38018868'] ['nd' '197' '192' '126' '109' '157' '131' '198' '177' '187' '153' '165' '116.5' '103' '110.5' '158' '174' '193' '136' '166' '207' '147' '156' '152' '146' '128' '221' '114' '119' '111' '191' '188' '162' '185' '99' '132' '217' '286' '130' '212' '225' '151' '190' '206' '92' '115' '124' '120' '134' '122' '142' '94' '105' '96' '200' '219' '230' '154' '125' '97' '98' '102' '183' '104' '173' '186' '129' '161' '135' '164' '169' '137' '148' '139' '194' '160' '145' '141' '140' '144' '172' '165.5' '211' '170' '171' '168' '121' '123' '149' '181' '167' '175' '117' '138' '150' '135.5' '127' '118' '116' '133' '138.5' '89' '90' '195' '163' '176' '268' '249' '113' '202' '112'] ['nd' '3483930' '3555520' '120138282' '92444068' '9194456' '26930214' '16354624' '5327160' '9855870' '5517964' '7844208' '6613642' '7268452' '5278580' '8599934' '8808510' '2726352' '8244206' '3909374' '2152702' '14716018' '6080208' '3247000' '3409258' '2396120' '2087292' '21317516' '7138068' '26473684' '9664430' '2869302' '2991192' '5377864' '2825224' '24059736' '3212712' '2407112' '2405810' '3487726' '2592264' '5578322' '1195206' '7093562' '708598' '814150' '826270' '852476' '784476' '1517976' '1339392' '4574582' '808984' '1506302' '64860204' '30221722' '22380018' '41459478' '19448940' '17689272' '13912244' '15896408' '1878848' '7908294' '1031500' '922424' '6898782' '924362' '4972452' '5559642' '5192280' '6015918' '20635256' '6433518' '5295702' '6484616' '5821138' '6803066' '5002758' '2620968' '18872454' '5226906' '5135912' '6185224' '5650606' '2918138' '7114170' '25687178' '26057348' '2593332' '4111356' '9630952' '2176698' '8769154' '9164758' '5568264' '2405316' '6296044' '3811024' '39051534' '1946230' '3098394' '2593488' '1807132' '1882238' '8975328' '21933926' '2204056' '2277176' '4041482' '2083768' '3070704' '2702930' '2522098' '2924118' '33589228' '3343724' '6637398' '2417770' '8168928' '7317392' '2675534' '2742086' '2635430' '4763386' '1762178' '31276298' '2503598' '5544806' '3456502' '7170948' '2313050' '20740052' '1895372' '21751046' '3361354' '2538126' '2643646' '2291042' '2801420' '3132882' '1912932' '2777176' '6895084' '6462608' '2128784' '1956286' '2147116' '1812710' '2081524' '2152736' '2087228' '2203108' '1884608' '33020934' '2188346' '1777228' '2066364' '2320212' '2290860' '6908226' '2725640' '2599700' '16891332' '3321412' '2228234' '7044840' '2395242' '3046886' '5535336' '1975902' '24874814' '2134298' '1888628' '20190842' '933012' '27523422' '11606612' '4065768' '4253022' '8488988' '6650874' '6923710' '8483504' '6790842' '10578068' '8769150' '4467778' '3991866' '34357276' '2476122' '3446230' '4153844' '3788690' '4075074' '3409584' '2520300' '3380040' '3001456' '8330582' '5532352' '8478660' '9797296' '8691848' '14748638' '9699056' '24704' '2684916' '5414526' '6968018' '8855910' '9241404' '8151494' '9788516' '8230256' '8030952' '8055134' '8267210' '9488158' '11193598' '8661086' '9240210' '7609250' '6882772' '5040798' '2471178' '5348466' '4132610' '3496632' '5438164' '5151884' '5783498' '9083606' '7952574' '2714806' '6562522' '4659992' '6622604' '6011844' '3365080' '31721832' '5764774' '2871756' '1695388' '3033652' '2500880' '2881726' '3187850' '4721296' '4577592' '2840210' '1648350' '1701778' '2129918' '3084004' '3780600' '2267876' '15429640' '8961326' '21064700' '7975002' '3634672' '6732774' '2673578' '8460764' '5714310' '10066456' '10749776' '3489360' '6499852' '10223976' '10066502' '9876752' '6517128' '5473898' '4304484' '3744066' '7997668' '23263098' '6256788' '5584654' '7730420' '5622310' '6483054' '10482192' '5187246' '10006254' '6814602' '7098814' '8685642' '7844290' '7122292'] ['nd' '25948324' '33113648' '250039552' '109393528' '53539478' '25486282' '103425326' '64970324' '1867184' '44633468' '79044286' '48976608' '283728' '53992288' '838580' '10839002' '5456656' '17512' '3202016' '30039170' '57103068' '48288854' '16417494' '35838254' '9688330' '15581676' '203877996' '43754990' '113300064' '82818030' '13595268' '27263056' '32701688' '10720178' '65856438' '4923288' '21173458' '2664424' '16217990' '22009632' '53843664' '1625970' '43420802' '9805990' '15475744' '421312' '10938974' '5490906' '19982570' '523052' '33285768' '13974622' '1998042' '137459952' '75447876' '10300832' '93809422' '39917774' '57326872' '41283884' '42760288' '3731832' '18943914' '2386170' '11530870' '82869780' '19898122' '61950752' '67935068' '69736076' '92752' '556026' '720788' '41944514' '1063338' '5519414' '4676122' '2660430' '18083022' '21569590' '8319702' '46758428' '46895482' '2578662' '6805142' '18939834' '156454292' '45399646' '10727114' '20553386' '95370644' '5535666' '25395918' '70742512' '53904784' '9568944' '45568634' '25701872' '141708118' '6057312' '3331298' '24083750' '21222878' '9387996' '19210022' '58440496' '18495792' '15494792' '5820540' '1958676' '2931984' '3930452' '27721460' '830166' '28117838' '765974' '34030640' '24790226' '12411612' '10311830' '15223872' '13319592' '27140324' '17330220' '20043278' '74791102' '13109462' '58977560' '25784834' '28672278' '6869584' '85381172' '13944030' '113953026' '11747038' '8926540' '4196480' '14148260' '14475146' '30275304' '21920008' '8129240' '48836124' '15080416' '18419750' '16450426' '21399450' '29222822' '15252162' '162762' '9849898' '24726752' '14471756' '155701938' '29956020' '21067636' '19361612' '14569112' '30880450' '41173124' '10338432' '787210' '75396990' '40427630' '1820014' '41384098' '24925748' '11460218' '30767594' '18881274' '134032816' '28152580' '10861194' '72351876' '3812148' '22485172' '33118944' '13592868' '13085972' '28402738' '13765640' '18873054' '8000532' '9551708' '25986324' '2181132' '8421844' '5762096' '41710412' '7285966' '18278068' '17217684' '14324780' '3490650' '12391698' '359788' '467832' '7691484' '14910890' '10872366' '17536268' '34263400' '19644522' '59711752' '34807878' '35526' '2774410' '2604854' '61916' '41686328' '11610382' '53698784' '178716' '5803426' '29621520' '18768442' '19061944' '16504598' '27202824' '24373148' '1727082' '21762140' '16402256' '15393984' '6246822' '15658170' '1493696' '428060' '3182340' '3495958' '17470508' '16690824' '13134850' '15592982' '10132432' '10377088' '11938496' '18241430' '41159166' '77829864' '41631964' '27880266' '19921708' '37622918' '34884950' '28170698' '22757810' '51315230' '25159820' '10966934' '5952440' '6092712' '7831348' '18798536' '21373650' '8309638' '39362844' '35806816' '38787790' '14806078' '26150304' '3450040' '30683692' '15720774' '11961550' '2101342' '14029226' '16472002' '35357064' '28807508' '35306354' '21718202' '17662948' '13221818' '3508838' '922574' '12651554' '86033362' '17784980' '6117708' '18226446' '7412330' '9834348' '21522484' '6278376' '24260726' '19866574' '5712744' '21913214' '16857294' '12288188'] ['nd' '8291492' '8861485' '175703195' '207781313' '26542888' '44262324' '34705600' '17394593' '616455' '14106142' '24928607' '21915122' '262160' '19491879' '1181088' '22672255' '5792824' '147176' '2227489' '11125935' '15286114' '29538649' '7589033' '9068951' '5842478' '5828881' '91995653' '19322802' '100322281' '15294364' '24074973' '10235220' '17158422' '15325879' '106143591' '2532127' '6380280' '1086153' '7096555' '12577626' '12228660' '6244489' '19740249' '4024596' '3311126' '638929' '6122607' '5681852' '9576451' '349249' '14482356' '5799138' '11184667' '98987553' '45491250' '8996135' '53896141' '23001121' '22269367' '21137721' '12432988' '16869909' '32213966' '9225415' '10190348' '17055963' '8351715' '14334951' '12353946' '13379520' '127002' '4904397' '5430143' '17646549' '970566' '23402568' '18490620' '20632735' '24981980' '95251944' '37644128' '25831243' '61957882' '12289231' '3075767' '40514479' '179885132' '101652112' '6537550' '6027916' '39319723' '8986523' '11927335' '24721951' '14543535' '5221413' '14650603' '9744816' '86775119' '2632032' '6467511' '9796845' '6981046' '3497751' '43483719' '20971081' '6715182' '8762915' '4077786' '3095427' '4873593' '10838918' '8329322' '909659' '94938913' '1663689' '8730531' '12569749' '25600628' '4143207' '4061931' '5858156' '7231732' '6415149' '5175364' '105841909' '6651039' '14744652' '7065998' '18416123' '8178409' '28228845' '15476827' '100749766' '6270575' '3319967' '1805752' '12812621' '3622573' '9572355' '5118727' '3701118' '21330002' '9972654' '6300714' '5992452' '8415053' '8990708' '19745219' '220799' '3515798' '8318483' '6417045' '111755930' '9934580' '6451051' '5261597' '5368405' '10860926' '22852429' '10899072' '1757986' '20862371' '12769463' '2652581' '41682825' '12154958' '5694700' '46050905' '9576084' '58169296' '8574412' '6784121' '19110268' '8222384' '12705799' '10596603' '4925145' '4325766' '7736019' '7342684' '6861235' '4038121' '4984994' '6973516' '2339875' '7216626' '4113909' '35183621' '4499732' '3295261' '11583328' '5743563' '1431844' '5261576' '276766' '359255' '3302179' '4753107' '4894790' '8385470' '9216545' '7157851' '12674161' '10401397' '280919' '10010949' '9350256' '84062' '17892016' '4458631' '17064445' '170435' '1921701' '6682981' '5681330' '5626384' '11547186' '8510389' '8463497' '650762' '5281844' '6422503' '5663224' '2673296' '6475044' '663869' '241948' '1388888' '1911509' '6195457' '4034007' '5612996' '5393721' '4582164' '3356917' '3389485' '3702510' '19926321' '44208926' '39220066' '18294744' '9564531' '14005752' '8470440' '19648808' '20691327' '8386651' '4292792' '9209937' '4128771' '6145260' '7999099' '4091849' '6180952' '7491372' '30946397' '15287817' '19678059' '5911299' '20677088' '915869' '15946404' '7756894' '4345223' '2555924' '5858057' '7995542' '17561137' '11014582' '27994457' '8183293' '5150714' '3246757' '998192' '276425' '6703204' '63972108' '10071784' '3004783' '8631511' '2717489' '3041132' '11816292' '1870190' '7710272' '3035542' '1895536' '7672746' '6345836' '6158255'] ['nd' '201628' '112400' '13646164' '15033218' '315272' '3684418' '198998' '46352' '1239190' '314952' '120298' '316704' '1233238' '154362' '1998464' '1745694' '672714' '1443820' '575602' '71484' '746308' '159320' '328532' '189392' '224666' '211372' '680106' '881026' '3026028' '217252' '240892' '144176' '559606' '257992' '5017712' '589246' '215712' '359122' '411200' '209270' '221822' '432172' '539832' '92540' '10042' '388884' '36716' '148776' '5722' '414890' '114268' '20654' '339700' '276668' '47030' '1584524' '224974' '590280' '156634' '82548' '466596' '237672' '928614' '230702' '20600' '29092' '55172' '47948' '59074' '3618' '1005642' '6569654' '2764188' '236780' '1543136' '1034782' '2137660' '1582100' '337322' '2726288' '715330' '232578' '229850' '1391686' '437290' '958410' '1348394' '4748198' '488958' '486116' '317822' '353152' '1395430' '191236' '88594' '377392' '290928' '412476' '3955992' '410682' '791804' '55212' '62446' '403256' '1298972' '1361588' '152866' '366454' '769994' '689958' '820378' '643664' '104122' '599352' '7953188' '1342944' '786022' '24728' '1839572' '1312952' '289978' '329790' '50310' '695496' '104554' '4482004' '498804' '227522' '282394' '1122384' '431462' '9500' '43798' '2324546' '632564' '338908' '605518' '162148' '407338' '187230' '96680' '490664' '768768' '1112316' '172940' '159580' '121658' '69944' '117278' '537978' '480066' '90374' '146000' '3131328' '106304' '61288' '114684' '392060' '95268' '814250' '547910' '920510' '343276' '168152' '576132' '534962' '50508' '643382' '421358' '67186' '2942252' '137314' '221096' '306552' '177038' '1510790' '110484' '9664' '7910' '181316' '128660' '52810' '505896' '276772' '381884' '583658' '215412' '384874' '2129037' '28333' '5584' '124404' '19904' '603182' '12750' '235480' '624292' '71404' '370108' '152554' '131318' '112546' '446074' '34082' '89702' '420' '90490' '463857' '1324370' '238076' '1053972' '13572' '1587222' '457382' '5180' '161844' '156820' '669332' '193404' '61524' '294094' '44340' '84758' '93462' '97852' '107318' '337306' '249820' '638788' '442634' '109120' '308316' '306634' '5498' '203734' '406806' '221878' '186072' '426190' '171862' '1383010' '734066' '407316' '427618' '76022' '101582' '360256' '3277028' '58756' '20102' '72786' '38624' '36970' '5758' '5188' '19446' '31324' '15386' '689326' '242596' '1925126' '936956' '114620' '151470' '79854' '1480230' '350310' '73722' '17550' '78277' '621794' '96988' '29234' '117758' '293494' '378356' '267004' '134730' '365150' '339500' '88584' '238002' '336154' '303446' '282242' '531972' '22090' '640924' '53346' '43452' '641792'] ['nd' '464690' '293994' '58102197' '119896263' '688817' '18986877' '619790' '154782' '3145586' '756352' '357107' '846613' '3901728' '428989' '8847768' '12153680' '2812927' '4295230' '1467620' '234462' '1569925' '907082' '768839' '367084' '706162' '451820' '2433471' '2306460' '14514555' '540800' '1279662' '321973' '1397674' '1134528' '31806895' '1205525' '422294' '871336' '1168227' '461979' '476061' '6291292' '1508761' '470713' '81184' '2962954' '216686' '995250' '61662' '1935134' '451458' '153811' '5803632' '2087659' '574895' '5388154' '1422863' '2552170' '917208' '482978' '2167994' '3337731' '6292033' '3333246' '174367' '122419' '152518' '113639' '138428' '55005' '3236136' '54524307' '31326641' '766216' '5017613' '10176400' '13892780' '18382628' '1265393' '20776727' '5154051' '577757' '1409250' '15543235' '978349' '8967838' '10823412' '31191051' '1394185' '713001' '1002367' '1978313' '3467186' '411236' '194024' '1091072' '554615' '685414' '13852611' '932779' '4541969' '180620' '142316' '837224' '11282319' '2516461' '286402' '1012513' '2196982' '3448825' '4179795' '4244523' '175264' '1302338' '71242718' '8096527' '1537550' '115158' '14929677' '3065908' '600835' '808278' '118137' '1219003' '169774' '32408712' '1330972' '489036' '593378' '3825284' '2054151' '190803' '292674' '12641911' '1460840' '952595' '2034555' '716704' '684111' '390442' '242962' '1510461' '3552994' '3210782' '498042' '453969' '400862' '200050' '632247' '2108473' '798787' '182108' '315945' '13317195' '218584' '135188' '242452' '732851' '224902' '2734046' '2754595' '5595320' '845914' '347432' '3639000' '2613545' '172364' '1156777' '4505926' '217613' '8730214' '250796' '460060' '1526789' '1702970' '8808597' '856118' '112831' '99431' '1654222' '678270' '354757' '2763516' '1635499' '2806006' '3042841' '1067327' '1505145' '10419052' '160925' '166123' '703501' '151609' '2657740' '123364' '1284109' '2584398' '449053' '2353136' '877353' '922004' '819051' '2674695' '412300' '595520' '1957' '1553400' '8150686' '7782044' '1820046' '7689012' '180645' '10104484' '2850971' '104442' '1120219' '983925' '3472331' '1237810' '401261' '1941198' '432203' '473685' '601919' '512549' '623879' '1992791' '1403554' '3344404' '2092740' '598891' '2133320' '1487246' '39232' '1040719' '1366922' '1194956' '998796' '161484' '897421' '811672' '296821' '95595' '145586' '53647' '134669' '257027' '781171' '221986' '126112' '239071' '164943' '181741' '45689' '49449' '119717' '366246' '143269' '4311537' '1233646' '1336863' '4487326' '90199' '880221' '477334' '6972746' '2162092' '249496' '129342' '555779' '3404439' '687441' '213976' '543980' '1159554' '2062234' '1090142' '1069834' '1862024' '2110857' '573699' '1704096' '2766709' '1354734' '1219032' '2227284' '209568' '2881132' '309859' '255946' '3011437'] ['nd' '12992820' '6844332' '648477994' '412945354' '20718876' '236283950' '14019612' '3823364' '106427176' '21520296' '8924324' '19011076' '79974196' '9635390' '74035560' '36422336' '29122068' '75118544' '45336432' '4864614' '44616864' '7050786' '19309732' '10254320' '13911126' '12159032' '36958944' '53292816' '133349714' '15381006' '5574228' '8622776' '30024172' '11602374' '112401742' '30692990' '13332622' '36442892' '28892116' '11667606' '16765858' '10770208' '29648588' '4207126' '466616' '13857204' '1024600' '5538790' '289186' '23241710' '3926512' '828942' '7692518' '7123502' '897958' '74680698' '6253752' '20050218' '6817920' '6234530' '20149888' '6130650' '23790640' '5630418' '295542' '2398888' '3253906' '3310462' '4671080' '161706' '59670236' '157551230' '63002998' '12452506' '76419344' '28108606' '61034260' '36652498' '15421056' '65079330' '20349876' '14896208' '7185278' '35494306' '24772874' '31127096' '35300908' '106409630' '24882878' '28312152' '16930442' '12283194' '91058378' '10205740' '5898486' '22126676' '17743060' '22496408' '187193712' '23344620' '26409662' '4530514' '3779006' '24225376' '37657148' '75553290' '9084964' '16551704' '45014056' '20534024' '23550532' '23455844' '5551398' '35949222' '145493586' '33240574' '47773904' '1180002' '50061544' '91558506' '16956558' '25114870' '2625674' '38680972' '6187800' '146743924' '24465582' '13441778' '15015802' '61274358' '14438312' '363848' '1145138' '120819916' '30885118' '22708012' '31660276' '5355806' '22946518' '11139732' '5553290' '28147486' '40260970' '65919166' '10248604' '8215572' '7077686' '3997006' '4143648' '30649728' '29938124' '5565230' '11692072' '155903880' '6509984' '4061572' '7057116' '22788270' '5943918' '49353190' '23115856' '35369196' '27949826' '9327868' '25456712' '27805878' '2781446' '34299960' '15328764' '4250596' '180503258' '8386936' '11894436' '14032306' '4738820' '79210120' '2801468' '274580' '125514' '3796228' '2627912' '1090018' '12979002' '6734616' '8158728' '21224458' '3972242' '5845364' '39190138' '400420' '70802' '1511840' '311510' '8977070' '241726' '8408278' '15094270' '2742450' '4801600' '1841530' '1607900' '5057850' '11829278' '440522' '2621940' '33314' '1874968' '17963192' '39087426' '7545322' '46686526' '254532' '58990644' '17024400' '216468' '5777466' '5853576' '9454038' '8127674' '2080890' '34228996' '3887978' '3994164' '3931008' '3571824' '3953090' '13111282' '15315166' '15677166' '12351902' '4671234' '10968468' '3978020' '157528' '2880476' '2683408' '4054638' '2340606' '1600996' '8121750' '5077660' '2637188' '1270504' '1466584' '257068' '374510' '1315280' '9399758' '1392306' '458662' '1698620' '912664' '945332' '168198' '131040' '566840' '2398620' '971460' '35574054' '3004650' '6574430' '6487492' '409246' '5625456' '1136818' '14720930' '17252660' '1538950' '457178' '515916' '5002914' '1134434' '324560' '2447906' '4498310' '6802736' '4407874' '2885382' '4878128' '7779304' '3217532' '4963898' '7740584' '2257320' '2591546' '3833730' '112630' '6723860' '597364' '535636' '7413742'] ['nd' '379278' '254279' '12989110' '7586746' '525343' '14221849' '425240' '145307' '1951795' '426606' '290784' '349253' '999496' '241182' '861392' '574355' '1127447' '1833006' '977807' '140905' '1386011' '225055' '544700' '272741' '518170' '207919' '1200862' '781718' '2002516' '484040' '238069' '248175' '767410' '165565' '2552004' '716302' '390852' '593807' '435430' '348725' '295987' '376733' '418826' '313505' '72196' '312651' '105839' '227792' '247867' '632521' '389500' '82723' '182019' '1034926' '336381' '2507299' '692698' '1301587' '492675' '270693' '1207422' '237220' '415735' '177539' '78375' '168212' '89117' '140888' '160256' '100007' '766958' '1583628' '529992' '556001' '941603' '354846' '598498' '378267' '288927' '1035135' '328603' '289898' '367508' '364774' '632778' '471951' '1469128' '2216427' '396777' '504713' '367322' '170790' '1187469' '273031' '171515' '283525' '386510' '378932' '3116504' '321053' '360012' '152237' '94588' '462911' '661250' '1755166' '179318' '244816' '625660' '410176' '428772' '281217' '115388' '866259' '2504253' '440598' '1074277' '78335' '703365' '1606121' '407138' '220444' '103671' '772736' '122176' '2740411' '424673' '364166' '413278' '794663' '251218' '164718' '110815' '1907881' '622433' '579802' '855991' '143913' '461042' '285423' '177053' '423901' '810978' '1116140' '282170' '271101' '212717' '164456' '199600' '302708' '485219' '128713' '171258' '2268789' '168662' '98923' '194895' '449612' '152510' '676287' '292175' '300026' '661441' '195335' '213433' '482420' '118744' '427341' '316337' '78353' '2387676' '184526' '258489' '931093' '182854' '4520066' '534269' '62920' '37409' '1113681' '381548' '197752' '1815353' '845275' '1857788' '1846512' '474009' '616196' '4049224' '64084' '32288' '274111' '66772' '1272824' '51558' '630373' '1239547' '231122' '1405817' '468509' '495562' '423256' '1404116' '132121' '304405' '2324' '128331' '376737' '2009170' '890416' '2833405' '107014' '3398515' '1521504' '64435' '603799' '544313' '2233185' '704233' '229266' '1216528' '276753' '279782' '330663' '288821' '318503' '1009712' '851390' '1844710' '1007575' '324870' '1163445' '893332' '39255' '546179' '656899' '755679' '570728' '135385' '528297' '297530' '146641' '75280' '124922' '64199' '116679' '144426' '444694' '141868' '72619' '104380' '67029' '77742' '39146' '45315' '59313' '229537' '116872' '2171774' '674613' '283271' '2575237' '94413' '437073' '247177' '3874568' '1192471' '117880' '118479' '209354' '1166560' '353754' '93878' '344911' '770698' '1309541' '601920' '519770' '813740' '1394262' '386580' '1000623' '1987879' '603780' '734558' '1221902' '54130' '1754478' '142491' '130134' '1383162'] ['nd' '13372098' '7098611' '661467104' '420532100' '21244219' '250505799' '14444852' '3968671' '108378971' '21946902' '9215108' '19360329' '80973692' '9876572' '74896952' '36996691' '30249515' '76951550' '46314239' '5005519' '46002875' '7275841' '19854432' '10527061' '14429296' '12366951' '38159806' '54074534' '135352230' '15865046' '5812297' '8870951' '30791582' '11767939' '114953746' '31409292' '13723474' '37036699' '29327546' '12016331' '17061845' '11146941' '30067414' '4520631' '538812' '14169855' '1130439' '5766582' '537053' '23874231' '4316012' '911665' '7874537' '8158428' '1234339' '77187997' '6946450' '21351805' '7310595' '6505223' '21357310' '6367870' '24206375' '5807957' '373917' '2567100' '3343023' '3451350' '4831336' '261713' '60437194' '159134858' '63532990' '13008507' '77360947' '28463452' '61632758' '37030765' '15709983' '66114465' '20678479' '15186106' '7552786' '35859080' '25405652' '31599047' '36770036' '108626057' '25279655' '28816865' '17297764' '12453984' '92245847' '10478771' '6070001' '22410201' '18129570' '22875340' '190310216' '23665673' '26769674' '4682751' '3873594' '24688287' '38318398' '77308456' '9264282' '16796520' '45639716' '20944200' '23979304' '23737061' '5666786' '36815481' '147997839' '33681172' '48848181' '1258337' '50764909' '93164627' '17363696' '25335314' '2729345' '39453708' '6309976' '149484335' '24890255' '13805944' '15429080' '62069021' '14689530' '528566' '1255953' '122727797' '31507551' '23287814' '32516267' '5499719' '23407560' '11425155' '5730343' '28571387' '41071948' '67035306' '10530774' '8486673' '7290403' '4161462' '4343248' '30952436' '30423343' '5693943' '11863330' '158172669' '6678646' '4160495' '7252011' '23237882' '6096428' '50029477' '23408031' '35669222' '28611267' '9523203' '25670145' '28288298' '2900190' '34727301' '15645101' '4328949' '182890934' '8571462' '12152925' '14963399' '4921674' '83730186' '3335737' '337500' '162923' '4909909' '3009460' '1287770' '14794355' '7579891' '10016516' '23070970' '4446251' '6461560' '43239362' '464504' '103090' '1785951' '378282' '10249894' '293284' '9038651' '16333817' '2973572' '6207417' '2310039' '2103462' '5481106' '13233394' '572643' '2926345' '35638' '2003299' '18339929' '41096596' '8435738' '49519931' '361546' '62389159' '18545904' '280903' '6381265' '6397889' '11687223' '8831907' '2310156' '35445524' '4164731' '4273946' '4261671' '3860645' '4271593' '14120994' '16166556' '17521876' '13359477' '4996104' '12131913' '4871352' '196783' '3426655' '3340307' '4810317' '2911334' '1736381' '8650047' '5375190' '2783829' '1345784' '1591506' '321267' '491189' '1459706' '9844452' '1534174' '531281' '1803000' '979693' '1023074' '207344' '176355' '626153' '2628157' '1088332' '37745828' '3679263' '6857701' '9062729' '503659' '6062529' '1383995' '18595498' '18445131' '1656830' '575657' '725270' '6169474' '1488188' '418438' '2792817' '5269008' '8112277' '5009794' '3405152' '5691868' '9173566' '3604112' '5964521' '9728463' '2861100' '3326104' '5055632' '166760' '8478338' '739855' '665770' '8796904'] ['nd' '0.451571136' '0.499255217' '0.866561061' '0.949981061' '0.431624798' '0.927825303' '0.459345874' '0.865071053' '0.330111212' '0.634218131' '0.608405824' '0.568022656' '0.184737626' '0.867623093' '0.235349343' '0.673434798' '0.905442727' '0.104877677' '0.289869343' '0.740868367' '0.349584697' '0.912396901' '0.180797513' '0.169000673' '0.368650629' '0.693043443' '0.68204399' '0.639780758' '0.834865404' '0.429794968' '0.659139474' '0.436616092' '0.222099192' '0.401947759' '0.906227677' '0.18633202' '0.359563162' '0.341683737' '0.442206111' '0.167189412' '0.821155444' '0.959608974' '0.729838535' '0.789727073' '0.9367675' '0.381362213' '0.687338889' '0.926603673' '0.3626325' '0.16839197' '0.604248205' '0.983445714' '0.969346957' '0.935736857' '0.901075' '0.276896515' '0.9479' '0.904325829' '0.39122913' '0.189882951' '0.127801574' '0.951795122' '0.80175202' '0.991456341' '0.97829' '0.945385833' '0.871643125' '0.737773636' '0.934024255' '0.89575' '0.232578485' '0.296138737' '0.217768333' '0.843964574' '0.451246566' '0.384490505' '0.293618182' '0.529615808' '0.478286282' '0.507768737' '0.366675808' '0.531052067' '0.445787297' '0.462897576' '0.231108182' '0.575382424' '0.911779343' '0.996011768' '0.452665657' '0.168616162' '0.833049942' '0.720959919' '0.841446414' '0.35352466' '0.595397797' '0.739959747' '0.491318111' '0.285085909' '0.813787879' '0.50620702' '0.708512222' '0.844762' '0.704231892' '0.937458889' '0.831829091' '0.171759545' '0.603024945' '0.226660602' '0.639463939' '0.71777404' '0.934146919' '0.573288636' '0.512156' '0.975689394' '0.868278586' '0.255925556' '0.298396364' '0.944411818' '0.725593434' '0.885292424' '0.203400174' '0.165618081' '0.737963462' '0.186738283' '0.321342419' '0.635174242' '0.643984545' '0.317334526' '0.324397843' '0.591850152' '0.770241034' '0.813493333' '0.947160909' '0.918440354' '0.279800404' '0.379002475' '0.992060455' '0.917410189' '0.174016667' '0.294325752' '0.358875179' '0.575641061' '0.808387828' '0.630433737' '0.572744615' '0.249777831' '0.581912394' '0.3550295' '0.792736667' '0.228211111' '0.284534697' '0.540335818' '0.350372393' '0.65525399' '0.502628308' '0.909376' '0.40247507' '0.13508596' '0.568555424' '0.596478889' '0.54204596' '0.300383485' '0.395976616' '0.337402872' '0.393698838' '0.520440051' '0.853673214' '0.247345859' '0.678160129' '0.616369524' '0.529517374' '0.339503929' '0.1954675' '0.296820548' '0.952757105' '0.058788535' '0.505749032' '0.9691' 'na' '0.329005435' '0.780058077' '0.97721' '0.608555461' '0.700757571' '0.135306598' '0.41019404' '0.882444' '0.359361228' '0.161459293' '0.99136' '0.670554286' '0.986025' '0.190544896' '0.98559' '0.702564941' '0.188682941' '0.902458519' '0.309881552' '0.624247619' '0.731642778' '0.770375' '0.239588203' '0.960673333' '0.432337037' '0.993275' '0.468076593' '0.342290707' '0.665524211' '0.40400803' '0.80665' '0.310207879' '0.170330497' '0.94273' '0.336651803' '0.294656721' '0.476897358' '0.430029882' '0.553276667' '0.314709394' '0.64153575' '0.990176154' '0.99160125' '0.947015556' '0.983710256' '0.570112279' '0.286859359' '0.231480769' '0.140770238' '0.798888723' '0.179002627' '0.985611818' '0.994122258' '0.976413103' '0.366787609' '0.982167778' '0.852841333' '0.3773485' '0.909968043' '0.966441667' '0.848460909' '0.960598571' '0.96833' '0.96738' '0.643229091' '0.7576475' '0.965544286' '0.685063333' '0.209234' '0.914218571' '0.91822375' '0.33441' '0.366482273' '0.964645' '0.120276919' '0.995626667' '0.627655082' '0.220916235' '0.956673333' '0.831114107' '0.997211667' '0.265234046' '0.863196742' '0.785567857' '0.963433333' '0.978502' '0.279552885' '0.781042308' '0.993135' '0.760745385' '0.9073244' '0.471628205' '0.695227174' '0.823123704' '0.443602157' '0.174455341' '0.767548485' '0.315405357' '0.787855638' '0.919712083' '0.481632667' '0.549566522' '0.29653575' '0.994306' '0.986466' '0.311073333'] ['nd' 'norman' 'tunapuco' 'matses'] ['nd' 'overweight' 'healthy' 'obese' 'na' 'underweight'] ['nd' 'yes'] ['nd' 'yes'] ['nd' '137201' '201279' '73907' '139647' '163147' '171714' '137595' '234531' '148940' '125909' '120143' '84042' '207056' '123772' '144051' '209579' '107827' '33269' '31265' '115066' '19010' '19869' '106266' '32715' '28915' '29142' '219925' '152005' '85863' '169580' '133136' '109175' '85973' '83169' '52181' '109898' '111553' '93080' '91905' '111057' '90000' '105303' '93951' '134329' '99989' '144511' '282526' '136702' '157919' '96773' '89370' '133508' '97170' '99468' '103438' '95462' '99439' '108481'] ['nd' '20524182' '23161751' '22261146' '24281027' '25017951' '23486818' '18797354' '21375588' '19877728' '24207515' '23801292' '26854797' '28327953' '25977359' '6025093' '3513166' '29109143' '5597578' '6653729' '6056934' '3400837' '4674029' '4990441' '5212204' '5411239' '3046571' '20625472' '21377881' '29093620' '23047857' '24510902' '27856765' '30018788' '22027536' '33171349' '26897725' '26523695' '28011827' '34345773' '29763287' '27403057' '29679776' '26916930' '6698447' '32150556' '22716185' '30670037' '22567813' '26588425' '35415317' '45077030' '24490144' '23064470' '32172764' '31120212' '29059286' '29246497' '22223170'] ['nd' '1801257' '1800520' '1590912' '1701998' '1757924' '1605024' '1438450' '1542028' '1709795' '2162375' '2203115' '2338379' '2251370' '2216831' '563713' '3183823' '7918170' '840511' '735161' '867376' '2001102' '677003' '644918' '477186' '817165' '342289' '1981126' '1692516' '7985469' '1888095' '1920710' '3847805' '4505169' '4731158' '3592545' '3208320' '2805036' '3085715' '3796280' '2808360' '2492589' '2503068' '2296893' '761803' '3362732' '1786034' '2781980' '1840925' '2307414' '4290766' '4730237' '1997954' '2912751' '3851086' '3476246' '3486160' '3356893' '2499433'] ['nd' '155' '165' '152' '154' '157' '150' '159' '158' '164' '156' '162' '147' '153' '160' '166' '163' '170' '168' '178' ' -' '169' '174' '172' '167' '180' '175' '171' '171.5' '173.5' '177' '151' '148' '176' '173' '161' '174.5' '172.5' '182' '176.5' '179' '186'] ['nd' '40' '57' '55' '53' '50' '60' '44' '45' '48' '62' '58' '60.5' '57.5' '61' '49' '59' '65' '52' '56' '47' '64' '58.5' '76' '74' '79' '80' '66' '70' '85' '85.5' '78' ' -' '68' '73' '77.5' '72' '41' '61.5' '63' '71' '75' '67' '43' '67.5' '51' '77' '69' '54' '46' '36' '51.5' '83' '81' '84' '101.5' '69.5' '72.5' '82' '42' '78.5' '73.5' '55.5' '64.5' '53.5' '48.5' '115' '121.5' '103' '68.5'] ['nd' 'n' ' -' 'y'] ['nd' '4.63' '7.15' '4.82' '4.95' '5.47' '4.23' '4.96' '4.67' '4.72' '5.69' '4.52' '4.34' '4.79' '6.54' '6' '4.75' '5.32' '5.19' '5.05' '5' '3.97' '4.51' '6.14' '4.22' '4.71' '4.57' '4.19' '5.06' '5.07' '4.5' '6.37' '6.81' '4.61' '4.3' '3.9' '5.9' '4.76' '4.85' '4.46' '4.9' '4.69' '4.27' '6.3' '3.13' '4.54' '4.01' '4.65' ' -' '4.33' '4.86' '4.88' '5.02' '4.92' '4' '4.48' '5.22' '4.55' '8.48' '13.88' '6.97' '7.72' '9.77' '7.18' '6.22' '8.4' '8.62' '6.6' '8.11' '6.73' '12.21' '7.52' '7.93' '7.33' '8.17' '6.96' '7.94' '8.51' '7.07' '10.44' '9.5' '7.73' '9.67' '9.26' '7.67' '9.56' '7.42' '11.6' '9.72' '7.43' '4.73' '4.11' '5.29' '5.66' '5.99' '8.97' '6.18' '4.93' '5.45' '5.95' '4.18' '4.08' '4.32' '5.26' '4.26' '4.94' '4.58' '6.82' '5.27' '7.12' '9.3' '8.3' '7.32' '11.01' '8.47' '7.6' '4.31' '12.5' '9.7' '7.25' '9.85' '10.78' '16.16' '7.5' '11.09' '5.33' '7.39' '10.8' '13.39' '10.08' '8.78' '7.23' '8.9' '16.5' '13' '9.96' '7.2' '11.23' '13.94' '8.39' '10.67' '7.8' '9.32' '8.87' '6.78' '12.85' '11.93' '16.59' '10.1' '7.1' '8.68' '10.83' '9.97' '8.32' '11.73' '8.38' '11.2' '6.99' '12.93' '5.8' '5.36' '5.4' '5.44' '5.62' '4.8' '5.68' '5.35' '5.16' '5.57' '5.82' '5.31' '5.61' '5.81' '7.3' '5.14' '5.88' '5.46' '5.25' '7.26' '7.83' '9.52' '9.95' '6.2' '6.47' '8.81' '9.09' '9.47' '6.27' '5.18' '5.23' '5.09' '5.41' '5.53' '5.73' '5.54' '5.7' '5.83' '5.6' '9.38' '7' '6.36' '8.8' '9.8' '12.71' '8.7' '9.6' '10.12' '11.7' '12.8' '4.74' '4.91' '5.51' '4.66' '4.83' '5.43' '5.71' '5.08' '8.92' '4.38' '4.97' '5.64' '5.5' '5.65' '6.21' '10.68' '8.71' '6.5' '12.6' '9.81' '10.2' '8.94' '8.5' '8.93' '12.38' '11.53' '10.28' '8.28' '7.14' '9.2' '9.13' '8.13' '11.4' '14' '8' '14.35' '33' '9.4' '13.12' '10.4'] ['nd' '116' '130' '-' '126' '120' '110' '123' '112' '140' '107' '102' '129' '131' '124' '155' '128' '119' '106' '115' '92' '146' '135' '137' '109' '133' '122' '145' '118' '84' ' -' '210' '138' '103' '134' '150' '165' '125' '111' '117' '132' '139' '95' '136' '114' '160' '105' '100' '163' '108' '90' '121' '179' '142' '147' '127'] ['nd' '70' '80' '-' '75' '78' '60' '69' '68' '90' '65' '63' '61' '85' '87' '62' '79' '95' '81' '92' '59' '76' '71' '72' '73' '53' ' -' '121' '77' '94' '100' '67' '64' '66' '74' '45' '82' '114' '97' '89' '86' '84' '83'] ['nd' '-' '5.07' '9.62' '5.94' '7.31' '7.83' '4.69' '5.92' '6.13' '5.44' '4.75' '11.23' '7.78' '7.65' '7.74' '8.42' '8.54' '4.48' '5.03' '7.38' '9.81' '4.82' '6.2' ' -' '4.15' '12.5' '13.25' '14.24' '5.89' '8.76' '17.83' '2.25' '7.82' '9.84' '6.28' '8.52' '10.18' '16.5' '9.47' '11.3' '15.23' '7.57' '9.39' '8.3' '15.87' '11.9' '15.04' '19.57' '8.45' '17.32' '10.2' '18.1' '7.42' '15.12' '14.6' '15.36' '19.19' '13.81' '4.5' '2.75' '25.58' '3.95' '8.24' '6.18' '10.44' '7.14' '5.64' '13.22' '34.6' '12.29' '2.89' '23.93' '29' '20.01' '26.5' '11.34' '8.82' '10.05' '10.69' '7.93' '14.1' '13.06' '11.39' '15.64' '23.16' '9.87' '28.71' '18.51' '13.18' '25.19' '13.56' '13.7' '15.4' '17.66' '19.14' '9.14' '14.48' '8.72' '20.19' '25.49' '7.06' '14.5' '22.37' '15.3' '16.8' '12.08' '9.06' '15.08' '18.82' '11.5' '17.15' '19.31' '18.7' '19.69' '13.8' '18.36' '16.55' '16.97' '7.3' '15.57' '7.46' '6.29' '3.83' '13.4' '4.05' '6.35' '12.26' '14.55' '11.25' '1.6' '17.7' '13.97' '10.83' '18.85' '15.31' '20.78' '12.25' '32.77' '17.6' '14.79' '21.5' '11.28' '18.21' '22.01' '14.52' '15.92' '5.23' '32.02' '6' '5.31' '10.71' '8.63' '7.11' '34.47' '5.42' '5.87' '30.49' '14.36' '14.12' '17.38' '16.71' '13.5' '16.88' '8.78' '6.73' '15.6' '19.28' '7.7' '14.27' '10.28' '14.02' '7.58' '12.74' '18.52' '21.28' '16.89'] ['nd' '-' ' -' '3' '4.54' '1.49' '2.11' '0.57' '0.11' '1.14' '1.43' '0.21' '1.75' '1.33' '3.67' '2.41' '0.2' '1.15' '2.36' '1.31' '2.29' '1.29' '2.31' '1.41' '0.04' '1.13' '1.1' '1.42' '2.76' '0.93' '1.65' '0.64' '1.36' '2.58' '2.61' '0.87' '1.35' '3.79' '3.35' '2.37' '1.81' '2.98' '1.6' '1.08' '0.62'] ['nd' '5.2' '5.1' '6.2' '5.3' '5.7' '5.4' '4.9' '5.5' '5.8' '5.6' '5.9' '6.9' '4.8' '4.2' '6.1' ' -' '6.3' '11' '8.7' '7.9' '11.3' '6.8' '7.3' '10.2' '12.8' '7.5' '13.1' '10.6' '7' '8.3' '9.8' '9.4' '9.7' '6.5' '8.5' '10.3' '12.5' '6.4' '11.8' '6' '5' '4.7' '-' '10.8' '9.1' '10.5' '9.9' '7.7' '12.1' '11.4' '12.2' '8.8' '7.2' '9.3' '11.2' '13.3' '11.1' '13.6' '8.6' '8' '11.7' '9.6' '7.6' '6.7' '7.4' '7.1' '9' '9.5' '8.2' '13.8' '6.6' '8.1' '12'] ['nd' '1.18' '1.55' '1.47' '0.73' '0.9' '0.45' '0.8' '0.88' '1.01' '0.59' '2.68' '0.42' '0.97' '0.55' '1.36' '0.52' '1.5' '2.2' '0.84' '2.05' '0.63' '2.3' '0.96' '1.06' '1.07' '2.02' '5.02' '1.61' '1.26' '0.68' '1.53' '1.35' '1.04' '2.73' '1.73' '1.92' '1.25' '1.3' '1.79' '0.69' '1.4' '1.64' '2.23' '1.27' '1.22' '1.2' '0.71' '-' ' -' '0.87' '3.05' '1.69' '1.82' '2.92' '2.09' '3.69' '1.97' '2.76' '1.44' '2.16' '2.85' '2.13' '1.51' '1.59' '3.01' '1.48' '4.96' '2.26' '2.07' '1.71' '2.04' '3.26' '2.38' '3.66' '2.52' '4.7' '1.23' '1.11' '1.43' '1.16' '2.18' '0.94' '0.79' '1.02' '0.83' '0.93' '2.81' '2.88' '0.58' '0.6' '1.88' '2.51' '1.86' '2.58' '0.67' '1.29' '3.36' '1.46' '2.31' '1.28' '1.89' '1.37' '2.03' '3.48' '1.65' '4.14' '1.85' '1.75' '3.52' '1.58' '1.24' '3.03' '2.45' '2.46' '0.77' '3.04' '2.06' '3.14' '0.44' '0.48' '0.56' '1.34' '1.39' '2.55' '1.32' '1.7' '1.68' '2.63' '0.82' '0.76' '1.87' '1.8' '1.49' '2.21' '1.98' '2.57' '1.42' '2.19' '1.17' '1.6' '2' '0.99' '1.13' '1.57' '1.76' '4.36' '2.35' '4.54' '1.67' '4.85' '2.72' '0.81' '0.65' '1.31' '1.96' '1.99' '0.98' '2.56' '1.12' '1.14' '1.83' '1.94' '2.95' '2.33' '2.6' '2.43' '1.72' '1.54' '2.08' '0.86' '2.24' '2.65' '2.9' '1.03' '2.12' '1' '8.71' '0.46' '4.94' '2.62' '3.11' '2.54' '8.32' '4.21' '2.17' '0.5' '0.91' '4.04'] ['nd' '4.87' '5.08' '5.04' '4.09' '4.7' '4.95' '7.07' '5.84' '6.55' '5.75' '7.15' '4.32' '4.21' '4.49' '4.9' '5.03' '5.27' '4.67' '4.82' '5.22' '4.43' '4.81' '3.85' '4.51' '3.64' '4.06' '4.25' '6.28' '5.2' '5.88' '4.17' '5.98' '4.77' '4.4' '4.91' '6.92' '5.72' '5.74' '4.53' '5.67' '3.79' '3.97' '4.41' '5.51' '4.55' '3' '6.33' '4.58' '6.38' '4.63' '4.36' '3.36' '-' ' -' '4.62' '4.34' '3.59' '5.63' '9.11' '5.02' '3.54' '4.13' '3.62' '4.46' '4.84' '6.27' '4.8' '5.69' '4.99' '6.35' '4.2' '4.35' '5.5' '5.12' '4.23' '5.1' '5.6' '4.72' '6.01' '5.57' '4.93' '4.78' '5.49' '5.46' '4.76' '6.57' '5.47' '3.87' '4.33' '5.25' '4.6' '3.2' '3.94' '4.92' '4.71' '3.81' '3.71' '5.56' '7.01' '6.13' '5.93' '4.05' '6.25' '4.44' '6.2' '5.82' '4.88' '5.53' '5.35' '4.29' '6.5' '4.85' '8.73' '4.64' '5.16' '5.32' '4.65' '5.91' '4.89' '3.96' '4.16' '6.09' '6.08' '3.93' '3.05' '4.03' '6.48' '4.01' '5.39' '3.76' '5.7' '3.52' '5.77' '1.03' '3.89' '3.7' '4.1' '5.61' '1.98' '3.46' '7.82' '5.18' '5.29' '5.3' '6.16' '5.94' '5.01' '4.59' '5.24' '4.47' '6.21' '4.5' '6.03' '6.05' '6.72' '5.14' '6.32' '5.31' '4.31' '5.41' '5.13' '6.73' '5.52' '5.06' '5.17' '5.78' '5.99' '5.05' '5.44' '6.11' '5.54' '4.18' '4.48' '4.75' '5.36' '5.95' '6.74' '6.71' '5.23' '3.49' '5.9' '5.59' '7.04' '4.94' '6.4' '5.21' '4.12' '7.13' '6.56' '5.89' '6.18' '6.07' '4.98' '5.62' '4.57' '6.24' '6.12' '7.1' '2.33' '1.24' '5.26' '4.42' '5.65' '3.9' '5.83' '2.25' '3.01' '5.11' '5.81' '8.27' '7.43' '6.7' '7.5' '3.67' '3.3'] ['nd' '1.61' '1.11' '1.36' '1.46' '1.6' '2' '1.94' '1.58' '1.3' '1.45' '0.89' '1.63' '0.84' '1.44' '1.59' '1.05' '1.23' '1.01' '1.06' '1.5' '1.72' '1.31' '1.12' '0.78' '0.97' '1.04' '1.7' '1.92' '-' '1.65' '1.2' '1.15' '1.37' '1.52' '1.53' '1.32' '0.75' '0.76' '1.34' '0.62' '1.24' '1.03' '2.12' '1.51' ' -' '1.28' '0.88' '0.93' '0.72' '1.08' '1.43' '0.68' '1.09' '0.86' '0.96' '1.27' '1.25' '1.18' '0.99' '0.91' '1.26' '1.14' '0.74' '1.13' '0.8' '0.77' '1.21' '0.83' '1.35' '1.71' '0.98' '1.1' '0.94' '1.33' '0.66' '0.9' '1.22' '1.02' '0.81' '1' '1.17' '0.92' '1.39' '1.07' '1.19' '2.16' '0.67' '0.73' '4.38' '0.87' '2.7' '0.35' '1.16' '3.1' '1.47' '1.41' '1.78' '1.56' '1.49' '0.79' '0.85' '1.4' '1.38' '1.29' '4.71' '1.8' '2.06' '1.54' '1.48' '2.03' '1.68' '0.82' '2.07' '6.79' '1.82' '0.49' '1.86' '0.7' '1.88' '0.71' '0.45' '2.11' '2.49' '2.82' '2.72' '2.21' '2.27' '2.53' '2.35' '1.91' '2.56' '2.22' '2.2' '2.62' '1.9' '2.34' '2.77' '1.79' '1.74' '2.79' '2.3' '2.85' '2.18' '2.46' '2.14' '1.76' '1.42' '2.02' '1.83' '1.55' '1.85' '2.23' '2.1' '2.25' '3.3' '2.01' '1.64' '1.75' '2.88' '1.93' '1.81' '1.66' '1.67' '1.77' '1.62' '0.3' '0.95' '2.39' '1.87'] ['nd' '2.49' '2.93' '2.76' '1.89' '2.89' '2.25' '4.39' '2.88' '4.23' '3.39' '4.25' '2.36' '2.87' '2.52' '2.96' '3.51' '2.81' '3.04' '0.72' '3.83' '3.72' '3.2' '3.32' '3.18' '2.2' '3.03' '1.06' '2.75' '4.19' '3.46' '3.26' '2.21' '3.25' '2.71' '3.07' '2.07' '4.35' '3.88' '4.02' '2.08' '2.5' '2.66' '4.13' '2.83' '1.79' '4.16' '3.35' '2.24' '2.59' '3.02' '1.72' '-' ' -' '4.55' '0.14' '3.27' '3.43' '7.12' '2.51' '2.18' '2.29' '1.71' '3.01' '3.38' '4.33' '3.4' '4.63' '3.7' '3.08' '5.04' '3.89' '3.81' '3.06' '3.62' '3.24' '3.52' '4.26' '3.13' '4.1' '2.98' '4.9' '3.76' '2.3' '4.41' '3.47' '3.1' '3.59' '4.45' '3.54' '3.93' '2.27' '2.46' '3.22' '3.68' '1.76' '2.86' '2.54' '3.29' '2.63' '2.8' '2.22' '2.37' '3.37' '2.79' '3.36' '3.86' '4.12' '3.82' '2.74' '4.6' '2.64' '4.49' '3.66' '2.69' '2.48' '4.06' '4.04' '3.44' '4.27' '2.6' '6.26' '2.99' '3.6' '2.82' '3.21' '2.34' '3.12' '3.99' '1.95' '2.41' '4.66' '4.03' '2.39' '4.61' '2.23' '2.44' '2.55' '1.3' '4.01' '1.38' '2.17' '2.62' '5.61' '2.56' '4.15' '3.73' '4.14' '2.9' '3.33' '4.07' '3.78' '2.7' '3.45' '4.73' '4.21' '4.24' '3.64' '2.95' '3.95' '3.98' '4.58' '4.85' '3.61' '2.91' '2.38' '3.94' '3.14' '3' '4.44' '2.97' '3.28' '3.67' '2.45' '2.1' '4.08' '3.71' '4.81' '2.77' '3.31' '4.79' '3.53' '2.73' '5.15' '2.85' '4.62' '4.31' '3.5' '4.68' '3.74' '3.91' '3.8' '1.8' '3.3' '4.17' '5.1' '1.58' '2.53' '4.11' '3.92' '3.79' '4.95' '1.59' '5.38' '3.49' '2.94' '2.14' '2.65' '3.87' '2.11' '3.96' '4.99' '3.15' '2.68' '1.97' '2.12' '3.57' '3.9' '1.66' '1.96' '1.87' '1.81' '3.65' '4.64' '3.19' '4.57' '1.82' '2.15' '4.4' '2.03' '2.42' '2.02' '1.75' '2.43' '2.19' '1.62' '3.63' '1.46' '4.78' '2.61' '3.23' '2.72' '5.85' '1.68' '1.77' '1.91' '3.85' '3.69' '2.26' '1.25' '2.84' '2.4' '1.52' '4' '1.19' '4.36' '3.17' '3.84' '1.36' '5.2' '4.83' '4.76' '3.75'] ['nd' 'mbio_kit_food' 'qiagen_ministool'] ['nd' '4' '5' '3' '2' '1'] ['nd' '2' '1'] ['nd' 'igt' 'ngt' 't2d'] ['nd' '0' '1.8' '0.1' '0.7' '0.2' '0.5' '0.8' '0.4' '0.3' '0.6' '0.9' '4.7' '2' '1' '3' '56.6' '1.3' '1.6' '1.2' '1.1' '2.5' '1.5' '1.7' '2.2' '2.3'] ['nd' '0.79' '0.82' '0.86' '0.95' '0.91' '0.89' '0.9' '0.78' '0.84' '0.87' '0.74' '0.73' '0.94' '0.98' '0.83' '0.85' '0.88' '0.92' '0.81' '0.8' '0.75' '0.77' '0.93' '0.96' '0.99' '0.97' '1.05'] ['nd' '85' '93' '94' '104' '78' '84' '115' '80' '87' '92' '67' '69' '102' '79' '83' '105' '91' '82' '88' '81' '74' '90' '96' '86' '77' '100' '95' '71' '89' '98' '110' '103' '66' '70' '108' '106' '101' '109' '117' '97' '76' '75'] ['nd' '5.2' '5.73' '5.49' '5.18' '6.67' '6.09' '4.7' '5.84' '7.62' '6.04' '6.14' '6.47' '6.88' '5.56' '5.26' '4.83' '5.29' '5.23' '5.55' '4.91' '7.01' '5.48' '6.74' '5.85' '6.1' '6.08' '4.81' '5.24' '4.41' '5.39' '6.24' '5.41' '6.65' '6.35' '6.51' '4.15' '3.82' '6.48' '4.48' '6.45' '5.25' '5.82' '6.28' '7.05' '5.71' '4.4' '4.8' '6.72' '4.25' '4.11' '4.19' '6.23' '5.1' '4.38' '3.53' '6.43' '6.15' '6.58' '5.02' '5.35' '7.1' '5.34' '4.73' '4.12' '5.4' '6.4' '4.94' '5.43' '4.92' '6.39' '3.72' '4.51' '4.28' '3.75' '6.3' '6.6' '6.01' '3.5' '4.61' '6.99' '5.88' '5.38' '5.15' '3.87' '5.72' '8.71' '4.47' '4.32' '5.74' '3.78' '4.97' '3.71' '5.31' '4.9' '5.42' '5.75' '5.37' '4.6' '5.59' '4.04' '6.03' '3.95' '3.92' '5.91' '3.56' '6.42' '5.51' '4.52' '5.83' '6.83' '4.71' '3.42' '5.07' '7' '4.39' '5.61' '7.46' '5.05' '4.17' '5.66' '7.44' '5.8' '5.65' '6.55'] ['nd' '0.95' '0.93' '0.61' '0.55' '0.99' '1.15' '1.89' '1.54' '0.92' '1.36' '1.01' '1.17' '0.42' '0.83' '1.5' '0.67' '0.6' '1.22' '0.78' '1.31' '3.28' '0.73' '0.91' '1.03' '0.68' '0.84' '0.71' '2.04' '0.88' '1.44' '0.63' '1.18' '1.68' '0.9' '1.35' '1.09' '0.54' '1.73' '0.85' '2.34' '1.14' '0.94' '0.98' '2.01' '1.32' '1.02' '2.08' '0.96' '0.69' '1.42' '1.2' '4' '1.95' '3.64' '1.26' '2.88' '0.49' '1.43' '1.27' '1.57' '0.65' '1.58' '2.59' '1.64' '1.06' '0.86' '1.56' '2.22' '1.37' '0.44' '2.1' '0.75' '1.11' '1.76' '3.56' '0.76' '1.13' '1.04' '0.79' '1' '3.46' '0.58' '3.33' '0.97' '0.7' '1.74' '2.3' '1.23' '0.66' '1.24' '1.08' '3.07' '0.8' '1.62' '1.25' '2.36' '1.55' '2.15' '1.67' '1.63' '6.35'] ['nd' '63' '58' '74' '68' '114' '71' '85' '94' '72' '62' '97' '75' '52' '65' '61' '90' '53' '66' '76' '59' '70' '44' '69' '64' '60' '56' '80' '112' '182' '92' '73' '67' '54' '77' '57' '110' '81' '47' '49' '93' '55' '89' '50' '132' '95' '78' '48'] ['nd' '0.14' '0.37' '0.58' '0.26' '0.61' '0.66' '0.9' '1.2' '0.15' '0.24' '0.21' '0.18' '0.29' '0.7' '0.25' '0.28' '0.34' '0.23' '0.53' '1.9' '0.36' '0.2' '2.3' '0.42' '0.57' '0.41' '0.51' '0.3' '0.22' '0.35' '4.6' '0.52' '0.45' '0.44' '0.47' '0.43' '0.32' '0.68' '0.38' '0.54' '0.27' '0.63' '0.73' '0.96' '1.5' '1.3' '1.4' '0.55' '0.33' '0.97' '1.8' '0.5' '0.56' '0.83' '0.74' '2.6' '0.79' '0.46' '0.19' '1' '0.8'] ['nd' '5.4' '5.9' '5.3' '4.5' '6.3' '5.7' '4.7' '5' '4.9' '5.8' '5.6' '11' '4.6' '7.9' '6.5' '16.5' '5.2' '6.6' '5.5' '6.7' '6.9' '5.1' '6' '6.8' '6.4' '6.1' '10.7' '8.2' '8.3' '4.8' '11.2' '6.2' '12.1' '7.3' '7.5' '8.8' '7.6' '8.7' '7.4' '7' '8.6' '7.2' '4.2' '9' '4.4' '13.1' '-' '8.5' '7.7' '14.2' '7.8' '4.1' '9.8' '3.9'] ['nd' '7' '7.7' '4.4' '12' '10' '31' '27' '6.7' '9.8' '7.1' '5.5' '5.2' '9.6' '4.9' '5.4' '4.6' '23' '33' '13' '7.4' '6.8' '6.4' '8.3' '8' '5.7' '16' '8.9' '11' '4.8' '6.3' '14' '6.1' '6.2' '7.3' '7.9' '5' '4.7' '36' '8.7' '6.6' '8.5' '6.9' '9' '41' '47' '19' '8.8' '3.7' '4.5' '7.2' '15' '2.8' '9.4' '6.5' '5.1' '3.1' '6' '18' '22' '4.2' '9.2' '3.9' '66' '17' '51' '3' '9.7' '4' '8.1' '5.8' '3.5' '7.8' '57' '25'] ['nd' '33' '34' '36' '37' '38' '53' '35' '40' '42' '59' '43' '41' '46' '44' '31' '76' '52' '48' '45' '50' '26' '51' '63' '32' '65' '56' '49' '77' '58' '47' '27'] ['nd' '13' '13.1' '12.3' '12.2' '15.6' '11.7' '7' '6.75' '17.4' '16.4' '21.1' '27.6' '16.5' '10.5' '21.4' '20.1' '22.2' '19' '6.43' '7.34' '28' '14.8' '11.8' '17.8' '11.9' '14.4' '34.8' '7.49' '24.8' '11.3' '10.1' '8.54' '24.6' '13.2' '23.3' '20.6' '20.7' '10.9' '15.1' '20.5' '9.34' '14.1' '15.5' '30.2' '16.2' '8.5' '11.4' '17.1' '9.65' '11.6' '11' '15.7' '9.28' '15.8' '8.59' '16.8' '15.2' '10' '6.85' '13.5' '12.1' '14.5' '14.2' '8.9' '26.3' '15' '6.1' '8.2' '10.3' '9.78' '8.45' '10.2' '21.6' '19.6' '12.7' '8.91' '15.3' '9.52' '21.8' '9.61' '6.48' '9.87' '10.7' '8.82' '9.11' '9.9' '7.67' '11.1' '15.4' '12' '7.3' '8.29' '18.3' '18.8' '16.3' '4.69' '8.67' '-' '8.53' '9.7' '8.17' '8.8' '3.68' '17.7' '4.39' '9.55' '19.2' '9.84' '21.3' '7.46' '5.64' '8.13' '9.67' '26.6' '12.9' '7.81' '9.36'] ['nd' '22.5' '39.4' '23' '72.1' '4.75' '25.4' '29.6' '105' '11.3' '22.9' '14.5' '42.6' '6.16' '8.49' '33.4' '8.96' '11.4' '12.2' '7.14' '34.7' '36.4' '49.4' '12.5' '15.4' '14.7' '21.3' '13.2' '10.1' '23.4' '15.1' '28.5' '28.2' '8.12' '11.5' '7.02' '57.1' '37.6' '38.5' '28' '36' '6.21' '7.01' '19.9' '10.9' '20.1' '8.53' '19.1' '44.9' '21.1' '8.79' '45.2' '27' '18.8' '23.2' '17.1' '14.8' '30.3' '28.4' '21.7' '57.5' '16.1' '35.2' '40.3' '48.2' '14.6' '21.4' '3.58' '7.33' '21.2' '29.8' '29.5' '6.98' '2.17' '48.9' '29.7' '40.4' '32.9' '13.1' '37.8' '77.7' '21.6' '49.9' '18.5' '13' '10.4' '35.8' '53.6' '14.1' '25.1' '17' '16.5' '7.28' '3.59' '15.8' '29.1' '25.7' '43.5' '7.11' '33.8' '18.2' '25.6' '26' '5.28' '31.8' '20.6' '3.92' '57.7' '5.49' '10.3' '36.6' '31.4' '5.6' '-' '19.6' '44' '12.6' '32.4' '35' '16.2' '5.47' '91.8' '37.5' '49.1' '23.3' '28.9' '31.7' '36.3' '42.1' '7.06'] ['nd' '1' '0.1' '0.7' '0.8' '-' '1.4' '0.6' '0.3' '0.9' '0.4' '4.8' '16' '1.7' '1.5' '1.1' '1.3' '0.5' '0' '1.6' '11.2' '7.5' '3.4' '3.6' '0.2' '2' '1.8' '3.1' '4.6' '1.2' '2.5' '4.5' '3.3' '2.2' '1.9' '8.9' '3' '2.1' '3.5' '17.8' '5.9' '3.8' '13.1' '4' '2.7'] ['nd' '202.14' '149.89' '108.38' '156.83' '100.46' '-' '147.82' '138.55' '122.88' '172.94' '91.32' '85.29' '66.99' '131.88' '56.02' '33.33' '172.68' '115.77' '131.9' '253.37' '99.15' '158.25' '168.9' '54.27' '67.19' '55.88' '220.89' '188.26' '120.59' '72' '100.14' '306.87' '73.53' '97.98' '73.58' '82.53' '344.52' '98.57' '77.77' '260.83' '79.48' '125.01' '202.04' '172.12' '50.89' '455.48' '114.86' '36.12' '90.97' '146.48' '123.56' '158.27' '111.89' '103.25' '87.99' '68.8' '49.67' '58.24' '297.92' '69.8' '65.28' '70.38' '91.03' '125.85' '91.9' '76.69' '89.17' '75.4' '199.62' '173.53' '273.73' '155.23' '61.66' '119.19' '102.69' '48.04' '49.3' '374.99' '100.73' '782.18' '107.27' '63.05' '109.15' '86.25' '123.71' '80.72' '71.51' '82.18' '155.25' '172.73' '176.5' '228.33' '140.3' '544.12' '295.9' '59.25' '219.58' '149.5' '63.13' '76.65' '71.52' '54.88' '97.11' '59.85' '99.42' '311.24' '137.13' '126.98' '73.08' '113.79' '315.21' '16.4' '62.57' '56.69' '56.47' '54.12' '255.56' '109.28' '521.85' '30.76' '97.35' '160.61' '57.14' '253.72' '110.08' '206.06' '142.31' '61.97' '130.04' '52.1' '215.11'] ['nd' '0.69' '1.12' '2.16' '1.13' '0.39' '0.68' '26.51' '11.37' '0.82' '0.56' '1.27' '7.68' '1.5' '0.6' '6.48' '1.9' '0.51' '1.15' '2.98' '3.54' '6.25' '4.55' '0.94' '2.04' '1.09' '1.02' '14.92' '0.71' '2.77' '2.4' '3.52' '1.69' '0.83' '1.26' '2.26' '0.21' '1.07' '5.68' '0.49' '3.14' '0.13' '0.67' '1.54' '1.24' '7.05' '0.63' '1.44' '1.55' '3.84' '3' '1.52' '1.28' '7.03' '13.56' '5.67' '1.49' '1.34' '1.36' '4.11' '4.64' '2.88' '1.38' '1.53' '0.34' '1.81' '3.53' '1.21' '0.9' '0.77' '38.95' '2' '2.48' '0.85' '2.23' '3.2' '2.53' '3.48' '7.5' '2.37' '11.82' '2.38' '2.52' '3.29' '0.93' '2.62' '0.81' '1.46' '99.22' '0.58' '1.78' '7.64' '1.37' '1.31' '2.28' '10.87' '2.84' '1.25' '7.93' '0.64' '0.99' '12.36' '1.62' '5.21' '1.1' '27.15' '1.33' '0.38' '1.86' '1.06' '0.41' '13.16' '4.91' '1.08' '3.85' '0.65' '1.47' '1.84' '13.2' '3.26' '1.32' '1.18' '4.48' '2.35' '0.42' '21' '10.06'] ['nd' '0.74' '0.61' '0.51' '0.9' '0.5' '1.14' '1.78' '1.84' '0.72' '0.79' '0.64' '0.56' '0.49' '0.7' '2.7' '0.44' '0.55' '0.58' '1.58' '2.6' '0.93' '0.73' '0.66' '0.53' '0.75' '1.25' '0.81' '0.83' '0.94' '1.22' '1.35' '0.92' '0.77' '0.84' '0.71' '1.18' '0.89' '0.63' '0.68' '0.54' '2' '0.62' '0.87' '0.91' '0.98' '0.78' '0.8' '0.97' '0.41' '0.59' '1.07' '0.31' '1.06' '1.21' '1.47' '1.12' '0.67' '0.99' '0.95' '1.3' '1.16' '1.38' '1.37' '1.36' '0.46' '1.2' '0.88' '0.34' '1.32' '1.72' '1.11' '0.12' '0.85' '0.29' '0.65' '1.4' '0.4' '1' '2.8' '1.6' '0.52' '1.03' '1.08' '0.69' '1.52'] ['nd' '1.77' '2.9' '1.04' '2.83' '0.96' '2.76' '2.27' '2.94' '3.62' '1.8' '2.37' '0.81' '1.46' '1.82' '2.52' '1.07' '0.75' '2.92' '1.43' '1.86' '2.78' '1.72' '2.06' '1.84' '0.85' '1.6' '1.28' '2.09' '1.31' '1.66' '1.57' '3.19' '2.23' '1.33' '2.42' '2.47' '2.22' '0.95' '1.56' '1.01' '1.47' '3.21' '2.26' '2.56' '2.36' '1.45' '4.27' '2.31' '3.28' '2.08' '6.74' '1.55' '1.16' '1.15' '1.23' '1.22' '3.34' '1.54' '2.38' '1.78' '2.14' '2.43' '2.62' '2.69' '1.91' '1.58' '1.79' '2.77' '2.18' '4.87' '1.76' '0.94' '2.65' '6.11' '1.92' '2.05' '2.54' '1.63' '2.03' '1.03' '2.25' '3.86' '2.21' '2.16' '3.89' '1.88' '1.21' '1.52' '3.52' '1.71' '3.81' '2.71' '1.67' '7.1' '4.14' '1.65' '2.12' '3.74' '3.3' '3.48' '1.98' '2.44' '2.29' '1.39' '0.86' '1.37' '2.79' '2.2' '2.04' '3.01' '3' '1.08' '2.53'] ['nd' '0.85' '0' '-' '2.41' '1.74' '6' '0.63' '1.02' '1.65' '0.6' '0.14' '2.05' '4.64' '0.26' '5.77' '9.56' '1.42' '16.85' '2.73' '11.91' '12.89' '1.44' '3.31' '0.82' '3.82' '2.23' '6.65' '9.54' '0.55' '0.1' '7.29' '1.73' '6.4'] ['nd' '941.35' '766.32' '522.14' '767.02' '806.45' '-' '1107.28' '1004' '637.54' '814.43' '810.44' '918.41' '639.78' '476.37' '1073.95' '710.69' '608.62' '932.26' '765.62' '1348.58' '966.14' '1224.79' '655.61' '333.52' '913.25' '567.92' '867.17' '585.88' '464.81' '1006.04' '1163.37' '690.95' '817.84' '603.82' '807.93' '276.65' '894.44' '894.24' '889.07' '501.25' '688.31' '564.43' '617.9' '839.61' '765.46' '702.19' '602.49' '683.31' '745.27' '522.79' '635.58' '767.49' '657.49' '1033.03' '690.19' '676.39' '715.62' '389.8' '766.81' '989.69' '592.01' '641.53' '699.12' '458.06' '856.49' '704.67' '675.62' '552.14' '434.41' '977.02' '791.41' '559.32' '660.47' '148.95' '727.64' '523.9' '673.58' '873.32' '1179.49' '1312.23' '804.95' '109.75' '771.32' '1192.01' '552.25' '332.07' '711.86' '822.75' '254.49' '704.4' '779.93' '688.48' '356.51' '465.58' '717.03' '1079.71' '578.9' '862.85' '970.13' '415.85' '902.35' '651.95' '763.23' '865.49' '556.64' '861.83' '1203.67' '1319.38' '901.43' '889.54' '2276.46' '1798.27' '890.01' '811' '1184.81' '764.42' '1061.43' '1169.62' '510.36' '1246.62' '1216.26' '677.67' '568' '1007.16' '1218.49' '1231.77' '655.19' '901.82' '703.12' '559.14' '816.53'] ['nd' 'n' 'y'] ['nd' 'n' 'y'] ['nd' '-' 'met' 'sulph'] ['nd' 'na' '40' '35' '38' '39' '24' '42' '59' '37' '60' '15' '33' '34'] ['nd' 'na' 't3n1m1' 't3nxm1' 't1n0m0' 't2n0m0' 't2n1m1' 't4n1m0' 't4n1m1' 't3n1m0' 't3n0m0' 't2n1m0' 't4n0m0' 't3n0m1' 't4n0m1'] ['nd' 'na' 'iv' 'i' 'iii' 'ii'] ['nd' 'lc' 'na' 'lc/rc' 'rc' 'rectum' 'sigma'] ['nd' 'negative' 'positive'] ['nd' 'negative' 'positive' 'na'] ['nd' 'control' 'crc' 'na']
# rename and set index
france
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3343 | WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3484 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3483 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3482 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3481 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3536 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3521 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3561 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3513 columns
# rename and set index
france.reset_index()
| index | dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3343 | WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 3484 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 3483 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 3482 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 3481 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 130 | 3536 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 131 | 3521 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 132 | 3561 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 133 | 3609 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 134 | 3608 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3514 columns
#reset_index and rename and set index
france.reset_index(drop=True, inplace=True)
france
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 130 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 131 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 132 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 133 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 134 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3513 columns
france.set_index("dataset_name")
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3512 columns
france
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 130 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 131 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 132 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 133 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 134 | Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3513 columns
france.set_index("dataset_name",inplace=True)
france
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3512 columns
france.rename({"disease":"subjectID","sampleID": "country"})
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3512 columns
france.rename({"disease":"subjectID","sampleID": "country"},axis=1)
| country | subjectID | bodysite | subjectID | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3512 columns
france
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
135 rows × 3512 columns
#nlargest and nsmallest
france.nlargest(n=10, columns="age")
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.03756 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
10 rows × 3512 columns
france.nlargest(n=10, columns="age").loc[:,"gender"]
dataset_name WT2D NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Zeller_fecal_colorectal_cancer NaN Name: gender, dtype: float64
france["disease"].value_counts().nlargest(10).plot.bar(ax=ax[1][0])
ax[1][0].set_title("Top 10 Diseases")
Text(0.5, 1.0, 'Top 10 Diseases')
france.nsmallest(n=5,columns="pubmedid")
| sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dataset_name | |||||||||||||||||||||
| WT2D | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 23719380.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | small_adenoma | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | n | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Zeller_fecal_colorectal_cancer | -1.0 | -1.0 | stool | cancer | NaN | NaN | france | Illumina | 25432777.0 | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
5 rows × 3512 columns
# value_counts()
top_100 = france.nlargest(n=100,columns="pubmedid")
top_100["pubmedid"].value_counts()
pubmedid 25432777.0 100 Name: count, dtype: int64
top_100["pubmedid"].value_counts(normalize=True)
pubmedid 25432777.0 1.0 Name: proportion, dtype: float64
top_100["pubmedid"].value_counts(normalize=True,ascending=False)
pubmedid 25432777.0 1.0 Name: proportion, dtype: float64
top_100["pubmedid"].value_counts(normalize=True,ascending=True)
pubmedid 25432777.0 1.0 Name: proportion, dtype: float64
top_100["pubmedid"].value_counts().plot.bar()
<Axes: xlabel='pubmedid'>
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | denmark | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
# sort_values
country
1866 True
1895 True
1894 True
1893 True
1892 True
...
622 False
621 False
620 False
626 False
581 False
Name: country, Length: 3610, dtype: bool
pubmedid
| TechnologyName | Throughput | Accuracy | |
|---|---|---|---|
| 0 | 25981789 | 1000 | 0.95 |
# aggfuncs + agg() & cumsum()
print("Min age:", data.age.min())
print("Max age:", data.age.max())
print("Mean age:", data.age.mean())
print("Median age:", data.age.median())
print("std age:", data.age.std())
print("Count number of rows in age:", data.age.count())
print("Sum of pubmedid age:", data.pubmedid.sum())
print("Mode dataset_name", data.dataset_name.mode()[0])
Min age: nan Max age: nan Mean age: nan Median age: nan std age: nan Count number of rows in age: 0 Sum of pubmedid age: 72820910368.0 Mode dataset_name hmp
data.dataset_name.mode()[0]
'hmp'
data["pubmedid"].quantile(0.8)
25079328.0
0.61
data["pubmedid"].quantile(0.99)
25981789.0
data.pubmedid.agg(["min", "max", "mean", "median", "std", "sum", "count"])
min 2.020360e+07 max 2.598179e+07 mean 2.375886e+07 median 2.371938e+07 std 1.299564e+06 sum 7.282091e+10 count 3.065000e+03 Name: pubmedid, dtype: float64
data.pubmedid.cumsum()
1866 20203603.0
1895 40407206.0
1894 60610809.0
1893 80814412.0
1892 101018015.0
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: float64
pubmedid = data.loc[data.country == "pa" ,["gender", "age"]].groupby("age")["gender"].sum()
pubmedid
Series([], Name: gender, dtype: float64)
pubmedid.cumsum()
Series([], Name: gender, dtype: float64)
# qut and qcut
# cut
pd.cut(x = data["pubmedid"],bins=5)
1866 (20197824.814, 21359240.2]
1895 (20197824.814, 21359240.2]
1894 (20197824.814, 21359240.2]
1893 (20197824.814, 21359240.2]
1892 (20197824.814, 21359240.2]
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: category
Categories (5, interval[float64, right]): [(20197824.814, 21359240.2] < (21359240.2, 22514877.4] < (22514877.4, 23670514.6] < (23670514.6, 24826151.8] < (24826151.8, 25981789.0]]
pd.cut(x = data["pubmedid"],bins=5).value_counts()
pubmedid (22514877.4, 23670514.6] 1397 (24826151.8, 25981789.0] 1135 (23670514.6, 24826151.8] 423 (20197824.814, 21359240.2] 110 (21359240.2, 22514877.4] 0 Name: count, dtype: int64
pd.cut(x = data["pubmedid"],bins=[21359240.2,22514877.4, 23670514.6, 24826151.8, 25981789.0, ])
1866 NaN
1895 NaN
1894 NaN
1893 NaN
1892 NaN
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: category
Categories (4, interval[float64, right]): [(21359240.2, 22514877.4] < (22514877.4, 23670514.6] < (23670514.6, 24826151.8] < (24826151.8, 25981789.0]]
pd.cut(x = data["pubmedid"],bins=[21359240.2,22514877.4, 23670514.6, 24826151.8, 25981789.0, ]).value_counts()
pubmedid (22514877.4, 23670514.6] 1397 (24826151.8, 25981789.0] 1135 (23670514.6, 24826151.8] 423 (21359240.2, 22514877.4] 0 Name: count, dtype: int64
pd.cut(x = data["pubmedid"],bins=[21359240.2,22514877.4, 23670514.6, 24826151.8, 25981789.0, ],labels=["80s", "90s","00s","10s"])
1866 NaN
1895 NaN
1894 NaN
1893 NaN
1892 NaN
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: category
Categories (4, object): ['80s' < '90s' < '00s' < '10s']
pd.cut(x = data["pubmedid"],bins=[21359240.2,22514877.4, 23670514.6, 24826151.8, 25981789.0, ],labels=["80s", "90s","00s","10s"]).value_counts()
pubmedid 90s 1397 10s 1135 00s 423 80s 0 Name: count, dtype: int64
pd.cut(x = data["pubmedid"],bins=[21359240.2,22514877.4, 23670514.6, 24826151.8, 25981789.0, ],labels=["80s", "90s","00s","10s"], include_lowest=True)
1866 NaN
1895 NaN
1894 NaN
1893 NaN
1892 NaN
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: category
Categories (4, object): ['80s' < '90s' < '00s' < '10s']
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | denmark | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
# qcut
pd.qcut(x=data["pubmedid"], q=4)
1866 (20203602.999, 22699609.0]
1895 (20203602.999, 22699609.0]
1894 (20203602.999, 22699609.0]
1893 (20203602.999, 22699609.0]
1892 (20203602.999, 22699609.0]
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: category
Categories (4, interval[float64, right]): [(20203602.999, 22699609.0] < (22699609.0, 23719380.0] < (23719380.0, 24997787.0] < (24997787.0, 25981789.0]]
pd.qcut(x=data["pubmedid"], q=4).value_counts()
pubmedid (20203602.999, 22699609.0] 1091 (24997787.0, 25981789.0] 753 (23719380.0, 24997787.0] 660 (22699609.0, 23719380.0] 561 Name: count, dtype: int64
pd.qcut(x=data["pubmedid"], q=4,precision=50).value_counts()
pubmedid (20203603.0, 22699609.0] 1091 (24997787.0, 25981789.0] 753 (23719380.0, 24997787.0] 660 (22699609.0, 23719380.0] 561 Name: count, dtype: int64
pd.qcut(x=data["pubmedid"], q=[0,0.5,0.75,0.95,1],precision=50).value_counts()
pubmedid (20203603.0, 23719380.0] 1652 (23719380.0, 24997787.0] 660 (24997787.0, 25432777.0] 657 (25432777.0, 25981789.0] 96 Name: count, dtype: int64
pd.qcut(x=data["pubmedid"], q=[0, 0.5, 0.75, 0.95, 1], labels=["Low tier", "Above Avg", "Popular Games", "Mega Hits"], precision=50).value_counts()
pubmedid Low tier 1652 Above Avg 660 Popular Games 657 Mega Hits 96 Name: count, dtype: int64
data["Popularity"] = pd.qcut(x=data["pubmedid"], q=[0, 0.5, 0.75, 0.95, 1], labels=["Low tier", "Above Avg", "Popular Games", "Mega Hits"], precision=50).value_counts()
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | Popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | denmark | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN |
3610 rows × 3514 columns
# apply
country = ["spain","usa","denmark","france"]
def categories(x):
if x in country:
return "country"
data["pubmedid"]
1866 20203603.0
1895 20203603.0
1894 20203603.0
1893 20203603.0
1892 20203603.0
...
622 NaN
621 NaN
620 NaN
626 NaN
581 NaN
Name: pubmedid, Length: 3610, dtype: float64
data["pubmedid"].apply(categories)
1866 None
1895 None
1894 None
1893 None
1892 None
...
622 None
621 None
620 None
626 None
581 None
Name: pubmedid, Length: 3610, dtype: object
data["pubmedid_data"] = data["pubmedid"].apply(categories)
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | Popularity | pubmedid_data | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | denmark | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 1895 | metahit | -1.0 | -1.0 | stool | ibd_crohn_disease | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 1894 | metahit | -1.0 | -1.0 | stool | n | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 1893 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 1892 | metahit | -1.0 | -1.0 | stool | ibd_ulcerative_colitis | NaN | NaN | spain | Illumina | 20203603.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | doyle_bt2 | -1.0 | 12311.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 621 | doyle_bt2 | -1.0 | 12271.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 620 | doyle_bt2 | -1.0 | 12221.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 626 | doyle_bt2 | -1.0 | 12351.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
| 581 | doyle_bt2 | -1.0 | 10151.0 | nd | nd | NaN | NaN | usa | Illumina | NaN | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | None |
3610 rows × 3515 columns
import scipy.stats as stats
z_score = data.select_dtypes("float").apply(lambda x: stats.zscore(x))
z_score
| sampleID | subjectID | age | gender | pubmedid | k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | Popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1895 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1894 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1893 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1892 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.061271 | -0.061271 | -0.061186 | -0.061186 | -0.061186 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 621 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 620 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 626 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 581 | -0.016646 | -0.482598 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
3610 rows × 3308 columns
z_score.mean()
sampleID 3.168903e-16
subjectID -1.259688e-16
age NaN
gender NaN
pubmedid NaN
...
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 -6.888918e-18
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 9.841312e-19
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 -5.904787e-18
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 -5.904787e-18
Popularity NaN
Length: 3308, dtype: float64
z_score.std()
sampleID 1.000139
subjectID 1.000139
age NaN
gender NaN
pubmedid NaN
...
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 1.000139
k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 1.000139
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 1.000139
k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 1.000139
Popularity NaN
Length: 3308, dtype: float64
z_score
| sampleID | subjectID | age | gender | pubmedid | k__Archaea | k__Archaea|p__Euryarchaeota | k__Archaea|p__Euryarchaeota|c__Methanobacteria | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales | k__Archaea|p__Euryarchaeota|c__Methanobacteria|o__Methanobacteriales|f__Methanobacteriaceae | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | Popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1866 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1895 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1894 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1893 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 1892 | -0.016646 | -0.482639 | NaN | NaN | NaN | -0.061271 | -0.061271 | -0.061186 | -0.061186 | -0.061186 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 622 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 621 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 620 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 626 | -0.016646 | -0.482590 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
| 581 | -0.016646 | -0.482598 | NaN | NaN | NaN | -0.179261 | -0.179261 | -0.179194 | -0.179194 | -0.179194 | ... | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | -0.016646 | NaN |
3610 rows × 3308 columns
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
data = pd.read_csv("abundance.csv")
/var/folders/b4/_dfkx7ls7yx63xxh8hx0s11r0000gn/T/ipykernel_43800/2423369456.py:1: DtypeWarning: Columns (2,5,9,20,26,42,47,51,52,59,61,68,76,77,78,79) have mixed types. Specify dtype option on import or set low_memory=False.
data = pd.read_csv("abundance.csv")
data
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | pubmedid | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | 25981789 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | 25432777 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3513 columns
# corr()
corr_matrix = data.drop("pubmedid", axis=1)
corr_matrix
| dataset_name | sampleID | subjectID | bodysite | disease | age | gender | country | sequencing_technology | camp | ... | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Enterococcaceae|g__Enterococcus|s__Enterococcus_gilvus|t__Enterococcus_gilvus_unclassified | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis | k__Bacteria|p__Firmicutes|c__Bacilli|o__Lactobacillales|f__Lactobacillaceae|g__Lactobacillus|s__Lactobacillus_otakiensis|t__GCF_000415925 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Peptococcaceae|g__Desulfotomaculum|s__Desulfotomaculum_ruminis|t__GCF_000215085 | k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Ruminococcaceae|g__Faecalibacterium|s__Faecalibacterium_prausnitzii|t__GCF_000209855 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1 | k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Megasphaera|s__Megasphaera_sp_BV3C16_1|t__GCF_000478965 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Candela_Africa | H10 | h10 | stool | n | 40 | female | tanzania | Illumina | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Candela_Africa | H11 | h11 | stool | n | 29 | female | tanzania | Illumina | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Candela_Africa | H12 | h12 | stool | n | 8 | female | tanzania | Illumina | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Candela_Africa | H13 | h13 | stool | n | 34 | male | tanzania | Illumina | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Candela_Africa | H14 | h14 | stool | n | 30 | male | tanzania | Illumina | dedauko | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3605 | Zeller_fecal_colorectal_cancer | CCIS95409808ST-4-0 | fr-152 | stool | n | 63 | female | france | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3606 | Zeller_fecal_colorectal_cancer | CCIS96387239ST-4-0 | fr-626 | stool | small_adenoma | 66 | male | france | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3607 | Zeller_fecal_colorectal_cancer | CCIS98482370ST-3-0 | fr-052 | stool | n | 53 | female | france | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3608 | Zeller_fecal_colorectal_cancer | CCIS98512455ST-4-0 | fr-459 | stool | cancer | 63 | male | france | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3609 | Zeller_fecal_colorectal_cancer | CCIS98832363ST-4-0 | fr-552 | stool | cancer | 55 | female | france | Illumina | nd | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
3610 rows × 3512 columns
numeric_data = data.select_dtypes(include=['float64', 'int64'])
corr_matrix_numeric = corr_matrix.apply(pd.to_numeric, errors='coerce')
corr_matrix_numeric = corr_matrix_numeric.dropna(axis=0, how='any').dropna(axis=1, how='any')
corr_matrix_numeric = corr_matrix_numeric.fillna(0)
if not corr_matrix_numeric.empty:
sns.heatmap(corr_matrix_numeric)
else:
print("Correlation matrix is empty.")
Correlation matrix is empty.
GroupBy , most important thing¶
data.groupby("country")["pubmedid"].mean()
country - 2.302312e+07 china 2.385132e+07 denmark 2.378328e+07 estonia 2.371938e+07 finland 2.371938e+07 france 2.542009e+07 germany 2.358196e+07 hungary 2.371938e+07 iceland 2.371938e+07 italy 2.598179e+07 nd 2.269961e+07 norway 2.371938e+07 peru 2.580711e+07 slovakia 2.371938e+07 spain 2.427308e+07 sweden 2.371938e+07 tanzania 2.598179e+07 usa 2.346169e+07 yugoslavia 2.371938e+07 Name: pubmedid, dtype: float64
data.country.unique()
array(['denmark', 'spain', 'usa', 'nd', 'china', ' -', 'germany',
'sweden', 'france', 'yugoslavia', 'norway', 'hungary', 'estonia',
'finland', 'iceland', 'slovakia', 'peru', 'italy', 'tanzania'],
dtype=object)
print(data["pubmedid"].mean())
data.loc[data["country"] == "denmark", "pubmedid"]
23758861.45774878
1866 20203603.0
1878 20203603.0
1877 20203603.0
1876 20203603.0
1875 20203603.0
...
2045 24997787.0
2042 24997787.0
2050 24997787.0
2043 24997787.0
2044 24997787.0
Name: pubmedid, Length: 514, dtype: float64
print(data["pubmedid"].mean())
data.loc[data["country"] == "denmark", "pubmedid"].mean()
23758861.45774878
23783279.59922179